[{"oa":"1","doi":"10.5281/zenodo.8068456","date_updated":"2023-07-07T11:20:52Z","language":[{"iso":"eng"}],"series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","title":"Dialogue-based Requirement Compensation and Style-adjusted Data-to-text Generation","place":"Paderborn","project":[{"name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","grant_number":"160364472","_id":"1"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"name":"SFB 901 - B1: SFB 901 - Parametrisierte Servicespezifikation (Subproject B1)","grant_number":"160364472","_id":"9"}],"editor":[{"full_name":"Haake, Claus-Jochen","first_name":"Claus-Jochen","last_name":"Haake"},{"first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm","last_name":"Meyer auf der Heide"},{"first_name":"Marco","full_name":"Platzner, Marco","last_name":"Platzner"},{"last_name":"Wachsmuth","first_name":"Henning","full_name":"Wachsmuth, Henning"},{"first_name":"Heike","full_name":"Wehrheim, Heike","last_name":"Wehrheim"}],"department":[{"_id":"7"},{"_id":"369"}],"_id":"45882","intvolume":" 412","year":"2023","citation":{"apa":"Bäumer, F. S., Chen, W.-F., Geierhos, M., Kersting, J., & Wachsmuth, H. (2023). Dialogue-based Requirement Compensation and Style-adjusted Data-to-text Generation. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, & H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-services in dynamic markets (Vol. 412, pp. 65–84). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.5281/zenodo.8068456","ama":"Bäumer FS, Chen W-F, Geierhos M, Kersting J, Wachsmuth H. Dialogue-based Requirement Compensation and Style-adjusted Data-to-text Generation. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:65-84. doi:10.5281/zenodo.8068456","chicago":"Bäumer, Frederik Simon, Wei-Fan Chen, Michaela Geierhos, Joschka Kersting, and Henning Wachsmuth. “Dialogue-Based Requirement Compensation and Style-Adjusted Data-to-Text Generation.” In On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:65–84. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. https://doi.org/10.5281/zenodo.8068456.","mla":"Bäumer, Frederik Simon, et al. “Dialogue-Based Requirement Compensation and Style-Adjusted Data-to-Text Generation.” On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 65–84, doi:10.5281/zenodo.8068456.","bibtex":"@inbook{Bäumer_Chen_Geierhos_Kersting_Wachsmuth_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Dialogue-based Requirement Compensation and Style-adjusted Data-to-text Generation}, volume={412}, DOI={10.5281/zenodo.8068456}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Bäumer, Frederik Simon and Chen, Wei-Fan and Geierhos, Michaela and Kersting, Joschka and Wachsmuth, Henning}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={65–84}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","short":"F.S. Bäumer, W.-F. Chen, M. Geierhos, J. Kersting, H. Wachsmuth, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 65–84.","ieee":"F. S. Bäumer, W.-F. Chen, M. Geierhos, J. Kersting, and H. Wachsmuth, “Dialogue-based Requirement Compensation and Style-adjusted Data-to-text Generation,” in On-The-Fly Computing -- Individualized IT-services in dynamic markets, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 65–84."},"type":"book_chapter","page":"65-84","user_id":"477","ddc":["004"],"status":"public","has_accepted_license":"1","date_created":"2023-07-07T07:29:13Z","volume":412,"file":[{"access_level":"open_access","file_name":"B1-Chapter-SFB-Buch-Final.pdf","date_created":"2023-07-07T07:28:58Z","content_type":"application/pdf","date_updated":"2023-07-07T11:20:52Z","relation":"main_file","file_size":1342718,"file_id":"45883","creator":"florida"}],"author":[{"id":"38837","last_name":"Bäumer","full_name":"Bäumer, Frederik Simon","first_name":"Frederik Simon"},{"last_name":"Chen","id":"82920","first_name":"Wei-Fan","full_name":"Chen, Wei-Fan"},{"orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela","first_name":"Michaela","id":"42496","last_name":"Geierhos"},{"full_name":"Kersting, Joschka","first_name":"Joschka","id":"58701","last_name":"Kersting"},{"full_name":"Wachsmuth, Henning","first_name":"Henning","last_name":"Wachsmuth"}],"publisher":"Heinz Nixdorf Institut, Universität Paderborn","publication":"On-The-Fly Computing -- Individualized IT-services in dynamic markets","file_date_updated":"2023-07-07T11:20:52Z"},{"date_updated":"2023-07-28T15:11:10Z","doi":"10.1007/978-3-031-37890-4_3","series_title":"Communications in Computer and Information Science","language":[{"iso":"eng"}],"place":"Cham","title":"Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews","department":[{"_id":"579"}],"project":[{"grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1"},{"_id":"9","name":"SFB 901 - B1: SFB 901 - Parametrisierte Servicespezifikation (Subproject B1)","grant_number":"160364472"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"}],"editor":[{"first_name":"Alfredo","full_name":"Cuzzocrea, Alfredo","last_name":"Cuzzocrea"},{"last_name":"Gusikhin","first_name":"Oleg","full_name":"Gusikhin, Oleg"},{"last_name":"Hammoudi","first_name":"Slimane","full_name":"Hammoudi, Slimane"},{"first_name":"Christoph","full_name":"Quix, Christoph","last_name":"Quix"}],"publication_identifier":{"isbn":["9783031378898","9783031378904"],"issn":["1865-0929","1865-0937"]},"publication_status":"published","intvolume":" 1860","_id":"46205","type":"book_chapter","year":"2023","citation":{"mla":"Kersting, Joschka, and Michaela Geierhos. “Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews.” Data Management Technologies and Applications, edited by Alfredo Cuzzocrea et al., vol. 1860, Springer Nature Switzerland, 2023, pp. 45–65, doi:10.1007/978-3-031-37890-4_3.","bibtex":"@inbook{Kersting_Geierhos_2023, place={Cham}, series={Communications in Computer and Information Science}, title={Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews}, volume={1860}, DOI={10.1007/978-3-031-37890-4_3}, booktitle={Data Management Technologies and Applications}, publisher={Springer Nature Switzerland}, author={Kersting, Joschka and Geierhos, Michaela}, editor={Cuzzocrea, Alfredo and Gusikhin, Oleg and Hammoudi, Slimane and Quix, Christoph}, year={2023}, pages={45–65}, collection={Communications in Computer and Information Science} }","chicago":"Kersting, Joschka, and Michaela Geierhos. “Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews.” In Data Management Technologies and Applications, edited by Alfredo Cuzzocrea, Oleg Gusikhin, Slimane Hammoudi, and Christoph Quix, 1860:45–65. Communications in Computer and Information Science. Cham: Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-37890-4_3.","ama":"Kersting J, Geierhos M. Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews. In: Cuzzocrea A, Gusikhin O, Hammoudi S, Quix C, eds. Data Management Technologies and Applications. Vol 1860. Communications in Computer and Information Science. Springer Nature Switzerland; 2023:45-65. doi:10.1007/978-3-031-37890-4_3","apa":"Kersting, J., & Geierhos, M. (2023). Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews. In A. Cuzzocrea, O. Gusikhin, S. Hammoudi, & C. Quix (Eds.), Data Management Technologies and Applications (Vol. 1860, pp. 45–65). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-37890-4_3","ieee":"J. Kersting and M. Geierhos, “Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews,” in Data Management Technologies and Applications, vol. 1860, A. Cuzzocrea, O. Gusikhin, S. Hammoudi, and C. Quix, Eds. Cham: Springer Nature Switzerland, 2023, pp. 45–65.","short":"J. Kersting, M. Geierhos, in: A. Cuzzocrea, O. Gusikhin, S. Hammoudi, C. Quix (Eds.), Data Management Technologies and Applications, Springer Nature Switzerland, Cham, 2023, pp. 45–65."},"page":"45-65","abstract":[{"lang":"eng","text":"We present a concept for quantifying evaluative phrases to later compare rating texts numerically instead of just relying on stars or grades. We achievethis by combining deep learning models in an aspect-based sentiment analysis pipeline along with sentiment weighting, polarity, and correlation analyses that combine deep learning results with metadata. The results provide new insights for the medical field. Our application domain, physician reviews, shows that there are millions of review texts on the Internet that cannot yet be comprehensively analyzed because previous studies have focused on explicit aspects from other domains (e.g., products). We identify, extract, and classify implicit and explicit aspect phrases equally from German-language review texts. To do so, we annotated aspect phrases representing reviews on numerous aspects of a physician, medical practice, or practice staff. We apply the best performing transformer model, XLM-RoBERTa, to a large physician review dataset and correlate the results with existing metadata. As a result, we can show different correlations between the sentiment polarity of certain aspect classes (e.g., friendliness, practice equipment) and physicians’ professions (e.g., surgeon, ophthalmologist). As a result, we have individual numerical scores that contain a variety of information based on deep learning algorithms that extract textual (evaluative) information and metadata from the Web."}],"user_id":"58701","ddc":["004"],"file":[{"access_level":"closed","file_name":"Kersting and Geierhos (2023), Kersting2023b.pdf","date_created":"2023-07-28T15:10:48Z","date_updated":"2023-07-28T15:10:48Z","content_type":"application/pdf","relation":"main_file","success":1,"file_size":746336,"file_id":"46207","creator":"jkers"}],"publisher":"Springer Nature Switzerland","author":[{"first_name":"Joschka","full_name":"Kersting, Joschka","last_name":"Kersting","id":"58701"},{"id":"42496","last_name":"Geierhos","orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela","first_name":"Michaela"}],"file_date_updated":"2023-07-28T15:10:48Z","publication":"Data Management Technologies and Applications","status":"public","has_accepted_license":"1","date_created":"2023-07-28T15:03:14Z","volume":1860},{"series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","language":[{"iso":"eng"}],"date_updated":"2023-08-29T06:44:36Z","doi":"10.17619/UNIPB/1-1797","oa":"1","department":[{"_id":"7"}],"publication_identifier":{"unknown":["978-3-947647-31-6"]},"project":[{"_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","grant_number":"160364472"},{"_id":"2","name":"SFB 901 - A: SFB 901 - Project Area A"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"name":"SFB 901 - C: SFB 901 - Project Area C","_id":"4"},{"name":"SFB 901 - T: SFB 901 - Project Area T","_id":"82"},{"_id":"5","name":"SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen Netzen (Subproject A1)","grant_number":"160364472"},{"name":"SFB 901 - A3: SFB 901 - Der Markt für Services: Anreize, Algorithmen, Implementation (Subproject A3)","grant_number":"160364472","_id":"7"},{"grant_number":"160364472","name":"SFB 901 - A4: SFB 901 - Empirische Analysen in Märkten für OTF Dienstleistungen (Subproject A4)","_id":"8"},{"name":"SFB 901 - B1: SFB 901 - Parametrisierte Servicespezifikation (Subproject B1)","grant_number":"160364472","_id":"9"},{"_id":"10","name":"SFB 901 - B2: Konfiguration und Bewertung (B02)","grant_number":"160364472"},{"name":"SFB 901 - B3: SFB 901 - Subproject B3","_id":"11"},{"name":"SFB 901 - B4: SFB 901 - Subproject B4","_id":"12"},{"_id":"13","name":"SFB 901 - C1: SFB 901 - Subproject C1"},{"_id":"14","name":"SFB 901 - C2: SFB 901 - On-The-Fly Compute Centers I: Heterogene Ausführungsumgebungen (Subproject C2)","grant_number":"160364472"},{"_id":"16","grant_number":"160364472","name":"SFB 901 - C4: SFB 901 - On-The-Fly Compute Centers II: Ausführung komponierter Dienste in konfigurierbaren Rechenzentren (Subproject C4)"},{"_id":"17","name":"SFB 901 - C5: SFB 901 - Subproject C5"},{"name":"SFB 901 - T1: SFB 901 -Subproject T1","_id":"83"},{"name":"SFB 901 - T2: SFB 901 -Subproject T2","_id":"84"}],"place":"Paderborn","title":"On-The-Fly Computing -- Individualized IT-services in dynamic markets","citation":{"short":"C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim, On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023.","ieee":"C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, On-The-Fly Computing -- Individualized IT-services in dynamic markets, vol. 412. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023.","chicago":"Haake, Claus-Jochen, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim. On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets. Vol. 412. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. https://doi.org/10.17619/UNIPB/1-1797.","ama":"Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H. On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets. Vol 412. Heinz Nixdorf Institut, Universität Paderborn; 2023. doi:10.17619/UNIPB/1-1797","apa":"Haake, C.-J., Meyer auf der Heide, F., Platzner, M., Wachsmuth, H., & Wehrheim, H. (2023). On-The-Fly Computing -- Individualized IT-services in dynamic markets (Vol. 412). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.17619/UNIPB/1-1797","mla":"Haake, Claus-Jochen, et al. On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets. Heinz Nixdorf Institut, Universität Paderborn, 2023, doi:10.17619/UNIPB/1-1797.","bibtex":"@book{Haake_Meyer auf der Heide_Platzner_Wachsmuth_Wehrheim_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, volume={412}, DOI={10.17619/UNIPB/1-1797}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }"},"year":"2023","type":"book","page":"247","intvolume":" 412","_id":"45863","author":[{"last_name":"Haake","id":"20801","first_name":"Claus-Jochen","full_name":"Haake, Claus-Jochen"},{"full_name":"Meyer auf der Heide, Friedhelm","first_name":"Friedhelm","id":"15523","last_name":"Meyer auf der Heide"},{"full_name":"Platzner, Marco","first_name":"Marco","id":"398","last_name":"Platzner"},{"first_name":"Henning","full_name":"Wachsmuth, Henning","last_name":"Wachsmuth","id":"3900"},{"full_name":"Wehrheim, Heike","first_name":"Heike","id":"573","last_name":"Wehrheim"}],"publisher":"Heinz Nixdorf Institut, Universität Paderborn","file_date_updated":"2023-07-05T07:19:14Z","file":[{"relation":"main_file","content_type":"application/pdf","date_updated":"2023-07-05T07:19:14Z","creator":"ups","file_id":"45864","file_size":15480050,"access_level":"open_access","file_name":"SFB-Buch-Final.pdf","date_created":"2023-07-05T07:15:55Z"}],"alternative_title":["Collaborative Research Centre 901 (2011 – 2023)"],"volume":412,"status":"public","has_accepted_license":"1","date_created":"2023-07-05T07:16:51Z","abstract":[{"text":"In the proposal for our CRC in 2011, we formulated a vision of markets for\r\nIT services that describes an approach to the provision of such services\r\nthat was novel at that time and, to a large extent, remains so today:\r\n„Our vision of on-the-fly computing is that of IT services individually and\r\nautomatically configured and brought to execution from flexibly combinable\r\nservices traded on markets. At the same time, we aim at organizing\r\nmarkets whose participants maintain a lively market of services through\r\nappropriate entrepreneurial actions.“\r\nOver the last 12 years, we have developed methods and techniques to\r\naddress problems critical to the convenient, efficient, and secure use of\r\non-the-fly computing. Among other things, we have made the description\r\nof services more convenient by allowing natural language input,\r\nincreased the quality of configured services through (natural language)\r\ninteraction and more efficient configuration processes and analysis\r\nprocedures, made the quality of (the products of) providers in the\r\nmarketplace transparent through reputation systems, and increased the\r\nresource efficiency of execution through reconfigurable heterogeneous\r\ncomputing nodes and an integrated treatment of service description and\r\nconfiguration. We have also developed network infrastructures that have\r\na high degree of adaptivity, scalability, efficiency, and reliability, and\r\nprovide cryptographic guarantees of anonymity and security for market\r\nparticipants and their products and services.\r\nTo demonstrate the pervasiveness of the OTF computing approach, we\r\nhave implemented a proof-of-concept for OTF computing that can run\r\ntypical scenarios of an OTF market. We illustrated the approach using\r\na cutting-edge application scenario – automated machine learning (AutoML).\r\nFinally, we have been pushing our work for the perpetuation of\r\nOn-The-Fly Computing beyond the SFB and sharing the expertise gained\r\nin the SFB in events with industry partners as well as transfer projects.\r\nThis work required a broad spectrum of expertise. Computer scientists\r\nand economists with research interests such as computer networks and\r\ndistributed algorithms, security and cryptography, software engineering\r\nand verification, configuration and machine learning, computer engineering\r\nand HPC, microeconomics and game theory, business informatics\r\nand management have successfully collaborated here.","lang":"eng"}],"ddc":["000"],"user_id":"477"},{"language":[{"iso":"eng"}],"citation":{"short":"W.-F. Chen, M.-H. Chen, G. Mudgal, H. Wachsmuth, in: Proceedings of the 9th Workshop on Argument Mining (ArgMining 2022), 2022, pp. 51–61.","ieee":"W.-F. Chen, M.-H. Chen, G. Mudgal, and H. Wachsmuth, “Analyzing Culture-Specific Argument Structures in Learner Essays,” in Proceedings of the 9th Workshop on Argument Mining (ArgMining 2022), 2022, pp. 51–61.","apa":"Chen, W.-F., Chen, M.-H., Mudgal, G., & Wachsmuth, H. (2022). Analyzing Culture-Specific Argument Structures in Learner Essays. Proceedings of the 9th Workshop on Argument Mining (ArgMining 2022), 51–61.","ama":"Chen W-F, Chen M-H, Mudgal G, Wachsmuth H. Analyzing Culture-Specific Argument Structures in Learner Essays. In: Proceedings of the 9th Workshop on Argument Mining (ArgMining 2022). ; 2022:51-61.","chicago":"Chen, Wei-Fan, Mei-Hua Chen, Garima Mudgal, and Henning Wachsmuth. “Analyzing Culture-Specific Argument Structures in Learner Essays.” In Proceedings of the 9th Workshop on Argument Mining (ArgMining 2022), 51–61, 2022.","bibtex":"@inproceedings{Chen_Chen_Mudgal_Wachsmuth_2022, title={Analyzing Culture-Specific Argument Structures in Learner Essays}, booktitle={Proceedings of the 9th Workshop on Argument Mining (ArgMining 2022)}, author={Chen, Wei-Fan and Chen, Mei-Hua and Mudgal, Garima and Wachsmuth, Henning}, year={2022}, pages={51–61} }","mla":"Chen, Wei-Fan, et al. “Analyzing Culture-Specific Argument Structures in Learner Essays.” Proceedings of the 9th Workshop on Argument Mining (ArgMining 2022), 2022, pp. 51–61."},"type":"conference","year":"2022","page":"51 - 61","_id":"33274","date_updated":"2022-11-18T09:56:17Z","status":"public","project":[{"name":"SFB 901 - B1: SFB 901 - Subproject B1","_id":"9"},{"name":"SFB 901: SFB 901","_id":"1"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"}],"date_created":"2022-09-06T13:51:23Z","author":[{"full_name":"Chen, Wei-Fan","first_name":"Wei-Fan","id":"82920","last_name":"Chen"},{"full_name":"Chen, Mei-Hua","first_name":"Mei-Hua","last_name":"Chen"},{"first_name":"Garima","full_name":"Mudgal, Garima","last_name":"Mudgal"},{"full_name":"Wachsmuth, Henning","first_name":"Henning","id":"3900","last_name":"Wachsmuth"}],"department":[{"_id":"600"}],"publication":"Proceedings of the 9th Workshop on Argument Mining (ArgMining 2022)","user_id":"477","title":"Analyzing Culture-Specific Argument Structures in Learner Essays"},{"related_material":{"link":[{"url":"https://link.springer.com/chapter/10.1007/978-3-031-06417-3_56","relation":"confirmation"}]},"title":"Chatbot-Enhanced Requirements Resolution for Automated Service Compositions","place":"Cham, Switzerland","project":[{"name":"SFB 901: SFB 901","_id":"1"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"_id":"9","name":"SFB 901 - B1: SFB 901 - Subproject B1"}],"publication_identifier":{"issn":["1865-0929","1865-0937"],"isbn":["9783031064166","9783031064173"]},"publication_status":"published","editor":[{"last_name":"Stephanidis","full_name":"Stephanidis, Constantine","first_name":"Constantine"},{"last_name":"Antona","first_name":"Margherita","full_name":"Antona, Margherita"},{"last_name":"Ntoa","first_name":"Stavroula","full_name":"Ntoa, Stavroula"}],"department":[{"_id":"579"}],"doi":"10.1007/978-3-031-06417-3_56","date_updated":"2022-11-28T13:22:16Z","language":[{"iso":"eng"}],"series_title":"Communications in Computer and Information Science (CCIS)","user_id":"58701","ddc":["004"],"abstract":[{"lang":"eng","text":"This work addresses the automatic resolution of software requirements. In the vision of On-The-Fly Computing, software services should be composed on demand, based solely on natural language input from human users. To enable this, we build a chatbot solution that works with human-in-the-loop support to receive, analyze, correct, and complete their software requirements. The chatbot is equipped with a natural language processing pipeline and a large knowledge base, as well as sophisticated dialogue management skills to enhance the user experience. Previous solutions have focused on analyzing software requirements to point out errors such as vagueness, ambiguity, or incompleteness. Our work shows how apps can collaborate with users to efficiently produce correct requirements. We developed and compared three different chatbot apps that can work with built-in knowledge. We rely on ChatterBot, DialoGPT and Rasa for this purpose. While DialoGPT provides its own knowledge base, Rasa is the best system to combine the text mining and knowledge solutions at our disposal. The evaluation shows that users accept 73% of the suggested answers from Rasa, while they accept only 63% from DialoGPT or even 36% from ChatterBot."}],"date_created":"2022-06-27T09:27:06Z","status":"public","has_accepted_license":"1","volume":1580,"file":[{"access_level":"closed","file_name":"Kersting et al. (2022), Kersting2022.pdf","date_created":"2022-11-28T13:21:32Z","date_updated":"2022-11-28T13:21:32Z","content_type":"application/pdf","relation":"main_file","success":1,"file_size":1153017,"file_id":"34150","creator":"jkers"}],"publication":"HCI International 2022 Posters","file_date_updated":"2022-11-28T13:21:32Z","keyword":["On-The-Fly Computing","Chatbot","Knowledge Base"],"author":[{"id":"58701","last_name":"Kersting","full_name":"Kersting, Joschka","first_name":"Joschka"},{"first_name":"Mobeen","full_name":"Ahmed, Mobeen","last_name":"Ahmed"},{"id":"42496","last_name":"Geierhos","orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela","first_name":"Michaela"}],"publisher":"Springer International Publishing","conference":{"end_date":"2022-07-01","name":"24th International Conference on Human-Computer Interaction (HCII 2022)","start_date":"2022-06-26","location":"Virtual"},"_id":"32179","intvolume":" 1580","page":"419--426","type":"book_chapter","year":"2022","citation":{"chicago":"Kersting, Joschka, Mobeen Ahmed, and Michaela Geierhos. “Chatbot-Enhanced Requirements Resolution for Automated Service Compositions.” In HCI International 2022 Posters, edited by Constantine Stephanidis, Margherita Antona, and Stavroula Ntoa, 1580:419--426. Communications in Computer and Information Science (CCIS). Cham, Switzerland: Springer International Publishing, 2022. https://doi.org/10.1007/978-3-031-06417-3_56.","ama":"Kersting J, Ahmed M, Geierhos M. Chatbot-Enhanced Requirements Resolution for Automated Service Compositions. In: Stephanidis C, Antona M, Ntoa S, eds. HCI International 2022 Posters. Vol 1580. Communications in Computer and Information Science (CCIS). Springer International Publishing; 2022:419--426. doi:10.1007/978-3-031-06417-3_56","apa":"Kersting, J., Ahmed, M., & Geierhos, M. (2022). Chatbot-Enhanced Requirements Resolution for Automated Service Compositions. In C. Stephanidis, M. Antona, & S. Ntoa (Eds.), HCI International 2022 Posters (Vol. 1580, pp. 419--426). Springer International Publishing. https://doi.org/10.1007/978-3-031-06417-3_56","bibtex":"@inbook{Kersting_Ahmed_Geierhos_2022, place={Cham, Switzerland}, series={Communications in Computer and Information Science (CCIS)}, title={Chatbot-Enhanced Requirements Resolution for Automated Service Compositions}, volume={1580}, DOI={10.1007/978-3-031-06417-3_56}, booktitle={HCI International 2022 Posters}, publisher={Springer International Publishing}, author={Kersting, Joschka and Ahmed, Mobeen and Geierhos, Michaela}, editor={Stephanidis, Constantine and Antona, Margherita and Ntoa, Stavroula}, year={2022}, pages={419--426}, collection={Communications in Computer and Information Science (CCIS)} }","mla":"Kersting, Joschka, et al. “Chatbot-Enhanced Requirements Resolution for Automated Service Compositions.” HCI International 2022 Posters, edited by Constantine Stephanidis et al., vol. 1580, Springer International Publishing, 2022, pp. 419--426, doi:10.1007/978-3-031-06417-3_56.","short":"J. Kersting, M. Ahmed, M. Geierhos, in: C. Stephanidis, M. Antona, S. Ntoa (Eds.), HCI International 2022 Posters, Springer International Publishing, Cham, Switzerland, 2022, pp. 419--426.","ieee":"J. Kersting, M. Ahmed, and M. Geierhos, “Chatbot-Enhanced Requirements Resolution for Automated Service Compositions,” in HCI International 2022 Posters, vol. 1580, C. Stephanidis, M. Antona, and S. Ntoa, Eds. Cham, Switzerland: Springer International Publishing, 2022, pp. 419--426."}},{"conference":{"location":"Barcelona, Spain","start_date":"2022-03","name":"The Fourteenth International Conference on Pervasive Patterns and Applications (PATTERNS 2022)"},"_id":"31054","page":"5-9","type":"conference","citation":{"short":"J. Kersting, F.S. Bäumer, in: J. Kersting (Ed.), Proceedings of the Fourteenth International Conference on Pervasive Patterns and Applications (PATTERNS 2022): Special Track AI-DRSWA: Maturing Artificial Intelligence - Data Science for Real-World Applications, IARIA, Barcelona, Spain, 2022, pp. 5–9.","ieee":"J. Kersting and F. S. Bäumer, “Implicit Statements in Healthcare Reviews: A Challenge for Sentiment Analysis,” in Proceedings of the Fourteenth International Conference on Pervasive Patterns and Applications (PATTERNS 2022): Special Track AI-DRSWA: Maturing Artificial Intelligence - Data Science for Real-World Applications, Barcelona, Spain, 2022, pp. 5–9.","apa":"Kersting, J., & Bäumer, F. S. (2022). Implicit Statements in Healthcare Reviews: A Challenge for Sentiment Analysis. In J. Kersting (Ed.), Proceedings of the Fourteenth International Conference on Pervasive Patterns and Applications (PATTERNS 2022): Special Track AI-DRSWA: Maturing Artificial Intelligence - Data Science for Real-World Applications (pp. 5–9). IARIA.","ama":"Kersting J, Bäumer FS. Implicit Statements in Healthcare Reviews: A Challenge for Sentiment Analysis. In: Kersting J, ed. Proceedings of the Fourteenth International Conference on Pervasive Patterns and Applications (PATTERNS 2022): Special Track AI-DRSWA: Maturing Artificial Intelligence - Data Science for Real-World Applications. IARIA; 2022:5-9.","chicago":"Kersting, Joschka, and Frederik Simon Bäumer. “Implicit Statements in Healthcare Reviews: A Challenge for Sentiment Analysis.” In Proceedings of the Fourteenth International Conference on Pervasive Patterns and Applications (PATTERNS 2022): Special Track AI-DRSWA: Maturing Artificial Intelligence - Data Science for Real-World Applications, edited by Joschka Kersting, 5–9. Barcelona, Spain: IARIA, 2022.","mla":"Kersting, Joschka, and Frederik Simon Bäumer. “Implicit Statements in Healthcare Reviews: A Challenge for Sentiment Analysis.” Proceedings of the Fourteenth International Conference on Pervasive Patterns and Applications (PATTERNS 2022): Special Track AI-DRSWA: Maturing Artificial Intelligence - Data Science for Real-World Applications, edited by Joschka Kersting, IARIA, 2022, pp. 5–9.","bibtex":"@inproceedings{Kersting_Bäumer_2022, place={Barcelona, Spain}, title={Implicit Statements in Healthcare Reviews: A Challenge for Sentiment Analysis}, booktitle={Proceedings of the Fourteenth International Conference on Pervasive Patterns and Applications (PATTERNS 2022): Special Track AI-DRSWA: Maturing Artificial Intelligence - Data Science for Real-World Applications}, publisher={IARIA}, author={Kersting, Joschka and Bäumer, Frederik Simon}, editor={Kersting, Joschka}, year={2022}, pages={5–9} }"},"year":"2022","abstract":[{"text":"This paper aims at discussing past limitations set in sentiment analysis research regarding explicit and implicit mentions of opinions. Previous studies have regularly neglected this question in favor of methodical research on standard-datasets. Furthermore, they were limited to linguistically less-diverse domains, such as commercial product reviews. We face this issue by annotating a German-language physician review dataset that contains numerous implicit, long, and complex statements that indicate aspect ratings, such as the physician’s friendliness. We discuss the nature of implicit statements and present various samples to illustrate the challenge described.","lang":"eng"}],"ddc":["006"],"user_id":"58701","keyword":["Sentiment analysis","Natural language processing","Aspect phrase extraction"],"publication":"Proceedings of the Fourteenth International Conference on Pervasive Patterns and Applications (PATTERNS 2022): Special Track AI-DRSWA: Maturing Artificial Intelligence - Data Science for Real-World Applications","file_date_updated":"2022-12-01T13:39:48Z","author":[{"first_name":"Joschka","full_name":"Kersting, Joschka","last_name":"Kersting","id":"58701"},{"id":"38837","last_name":"Bäumer","full_name":"Bäumer, Frederik Simon","first_name":"Frederik Simon"}],"publisher":"IARIA","file":[{"file_name":"Kersting & Bäumer (2022), Kersting2022.pdf","date_created":"2022-12-01T13:39:48Z","access_level":"closed","file_id":"34172","creator":"jkers","file_size":155548,"success":1,"relation":"main_file","content_type":"application/pdf","date_updated":"2022-12-01T13:39:48Z"}],"date_created":"2022-05-04T08:12:09Z","status":"public","has_accepted_license":"1","date_updated":"2022-12-01T13:40:11Z","language":[{"iso":"eng"}],"place":"Barcelona, Spain","title":"Implicit Statements in Healthcare Reviews: A Challenge for Sentiment Analysis","publication_status":"published","editor":[{"first_name":"Joschka","full_name":"Kersting, Joschka","last_name":"Kersting"}],"project":[{"_id":"1","name":"SFB 901: SFB 901"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"_id":"9","name":"SFB 901 - B1: SFB 901 - Subproject B1"}]},{"date_updated":"2022-05-09T14:58:39Z","_id":"31068","language":[{"iso":"eng"}],"year":"2022","citation":{"ieee":"M.-H. Chen, G. Mudgal, W.-F. Chen, and H. Wachsmuth, “Investigating the argumentation structures of EFL learners from diverse language backgrounds,” 2022.","short":"M.-H. Chen, G. Mudgal, W.-F. Chen, H. Wachsmuth, in: EUROCALL, 2022.","mla":"Chen, Mei-Hua, et al. “Investigating the Argumentation Structures of EFL Learners from Diverse Language Backgrounds.” EUROCALL, 2022.","bibtex":"@inproceedings{Chen_Mudgal_Chen_Wachsmuth_2022, title={Investigating the argumentation structures of EFL learners from diverse language backgrounds}, booktitle={EUROCALL}, author={Chen, Mei-Hua and Mudgal, Garima and Chen, Wei-Fan and Wachsmuth, Henning}, year={2022} }","apa":"Chen, M.-H., Mudgal, G., Chen, W.-F., & Wachsmuth, H. (2022). Investigating the argumentation structures of EFL learners from diverse language backgrounds. EUROCALL.","ama":"Chen M-H, Mudgal G, Chen W-F, Wachsmuth H. Investigating the argumentation structures of EFL learners from diverse language backgrounds. In: EUROCALL. ; 2022.","chicago":"Chen, Mei-Hua, Garima Mudgal, Wei-Fan Chen, and Henning Wachsmuth. “Investigating the Argumentation Structures of EFL Learners from Diverse Language Backgrounds.” In EUROCALL, 2022."},"type":"conference_abstract","user_id":"82920","title":"Investigating the argumentation structures of EFL learners from diverse language backgrounds","department":[{"_id":"600"}],"publication":"EUROCALL","author":[{"first_name":"Mei-Hua","full_name":"Chen, Mei-Hua","last_name":"Chen"},{"last_name":"Mudgal","full_name":"Mudgal, Garima","first_name":"Garima"},{"last_name":"Chen","id":"82920","first_name":"Wei-Fan","full_name":"Chen, Wei-Fan"},{"last_name":"Wachsmuth","id":"3900","first_name":"Henning","full_name":"Wachsmuth, Henning"}],"project":[{"name":"SFB 901: SFB 901","_id":"1"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"name":"SFB 901 - B1: SFB 901 - Subproject B1","_id":"9"}],"date_created":"2022-05-05T07:50:21Z","status":"public"},{"page":"221--225","year":"2021","type":"conference","citation":{"bibtex":"@inproceedings{Bäumer_Kersting_Denisov_Geierhos_2021, title={IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING}, booktitle={PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021}, publisher={IADIS}, author={Bäumer, Frederik Simon and Kersting, Joschka and Denisov, Sergej and Geierhos, Michaela}, year={2021}, pages={221--225} }","mla":"Bäumer, Frederik Simon, et al. “IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING.” PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021, IADIS, 2021, pp. 221--225.","chicago":"Bäumer, Frederik Simon, Joschka Kersting, Sergej Denisov, and Michaela Geierhos. “IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING.” In PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021, 221--225. IADIS, 2021.","apa":"Bäumer, F. S., Kersting, J., Denisov, S., & Geierhos, M. (2021). IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING. PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021, 221--225.","ama":"Bäumer FS, Kersting J, Denisov S, Geierhos M. IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING. In: PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021. IADIS; 2021:221--225.","ieee":"F. S. Bäumer, J. Kersting, S. Denisov, and M. Geierhos, “IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING,” in PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021, Lisbon, Portugal, 2021, pp. 221--225.","short":"F.S. Bäumer, J. Kersting, S. Denisov, M. Geierhos, in: PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021, IADIS, 2021, pp. 221--225."},"conference":{"location":"Lisbon, Portugal","name":"18th International Conference on Applied Computing","start_date":"13.10.2021","end_date":"15.10.2021"},"_id":"26049","file":[{"access_level":"closed","date_created":"2021-10-15T15:54:41Z","file_name":"Bäumer et al. (2021), Baeumer2021.pdf","success":1,"relation":"main_file","content_type":"application/pdf","date_updated":"2021-10-15T15:54:41Z","creator":"jkers","file_id":"26282","file_size":411667}],"file_date_updated":"2021-10-15T15:54:41Z","publication":"PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021","keyword":["Software Requirements","Natural Language Processing","Transfer Learning","On-The-Fly Computing"],"author":[{"full_name":"Bäumer, Frederik Simon","first_name":"Frederik Simon","last_name":"Bäumer"},{"first_name":"Joschka","full_name":"Kersting, Joschka","last_name":"Kersting","id":"58701"},{"last_name":"Denisov","full_name":"Denisov, Sergej","first_name":"Sergej"},{"last_name":"Geierhos","id":"42496","first_name":"Michaela","full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606"}],"publisher":"IADIS","date_created":"2021-10-11T15:26:58Z","has_accepted_license":"1","status":"public","abstract":[{"text":"Content is the new oil. Users consume billions of terabytes a day while surfing on news sites or blogs, posting on social media sites, and sending chat messages around the globe. While content is heterogeneous, the dominant form of web content is text. There are situations where more diversity needs to be introduced into text content, for example, to reuse it on websites or to allow a chatbot to base its models on the information conveyed rather than of the language used. In order to achieve this, paraphrasing techniques have been developed: One example is Text spinning, a technique that automatically paraphrases text while leaving the intent intact. This makes it easier to reuse content, or to change the language generated by the bot more human. One method for modifying texts is a combination of translation and back-translation. This paper presents NATTS, a naive approach that uses transformer-based translation models to create diversified text, combining translation steps in one model. An advantage of this approach is that it can be fine-tuned and handle technical language.","lang":"eng"}],"user_id":"58701","ddc":["000"],"language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:57:16Z","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area B","_id":"3"},{"name":"SFB 901 - Subproject B1","_id":"9"}],"title":"IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING"},{"_id":"17905","intvolume":" 939","citation":{"mla":"Kersting, Joschka, and Michaela Geierhos. “Towards Aspect Extraction and Classification for Opinion Mining with Deep Sequence Networks.” Natural Language Processing in Artificial Intelligence -- NLPinAI 2020, edited by Roussanka Loukanova, vol. 939, Springer, 2021, pp. 163--189, doi:10.1007/978-3-030-63787-3_6.","bibtex":"@inbook{Kersting_Geierhos_2021, place={Cham}, series={Studies in Computational Intelligence (SCI)}, title={Towards Aspect Extraction and Classification for Opinion Mining with Deep Sequence Networks}, volume={939}, DOI={10.1007/978-3-030-63787-3_6}, booktitle={Natural Language Processing in Artificial Intelligence -- NLPinAI 2020}, publisher={Springer}, author={Kersting, Joschka and Geierhos, Michaela}, editor={Loukanova, RoussankaEditor}, year={2021}, pages={163--189}, collection={Studies in Computational Intelligence (SCI)} }","ama":"Kersting J, Geierhos M. Towards Aspect Extraction and Classification for Opinion Mining with Deep Sequence Networks. In: Loukanova R, ed. Natural Language Processing in Artificial Intelligence -- NLPinAI 2020. Vol 939. Studies in Computational Intelligence (SCI). Cham: Springer; 2021:163--189. doi:10.1007/978-3-030-63787-3_6","apa":"Kersting, J., & Geierhos, M. (2021). Towards Aspect Extraction and Classification for Opinion Mining with Deep Sequence Networks. In R. Loukanova (Ed.), Natural Language Processing in Artificial Intelligence -- NLPinAI 2020 (Vol. 939, pp. 163--189). Cham: Springer. https://doi.org/10.1007/978-3-030-63787-3_6","chicago":"Kersting, Joschka, and Michaela Geierhos. “Towards Aspect Extraction and Classification for Opinion Mining with Deep Sequence Networks.” In Natural Language Processing in Artificial Intelligence -- NLPinAI 2020, edited by Roussanka Loukanova, 939:163--189. Studies in Computational Intelligence (SCI). Cham: Springer, 2021. https://doi.org/10.1007/978-3-030-63787-3_6.","ieee":"J. Kersting and M. Geierhos, “Towards Aspect Extraction and Classification for Opinion Mining with Deep Sequence Networks,” in Natural Language Processing in Artificial Intelligence -- NLPinAI 2020, vol. 939, R. Loukanova, Ed. Cham: Springer, 2021, pp. 163--189.","short":"J. Kersting, M. Geierhos, in: R. Loukanova (Ed.), Natural Language Processing in Artificial Intelligence -- NLPinAI 2020, Springer, Cham, 2021, pp. 163--189."},"type":"book_chapter","year":"2021","page":"163--189 ","user_id":"58701","ddc":["000"],"abstract":[{"text":"This chapter concentrates on aspect-based sentiment analysis, a form of opinion mining where algorithms detect sentiments expressed about features of products, services, etc. We especially focus on novel approaches for aspect phrase extraction and classification trained on feature-rich datasets. Here, we present two new datasets, which we gathered from the linguistically rich domain of physician reviews, as other investigations have mainly concentrated on commercial reviews and social media reviews so far. To give readers a better understanding of the underlying datasets, we describe the annotation process and inter-annotator agreement in detail. In our research, we automatically assess implicit mentions or indications of specific aspects. To do this, we propose and utilize neural network models that perform the here-defined aspect phrase extraction and classification task, achieving F1-score values of about 80% and accuracy values of more than 90%. As we apply our models to a comparatively complex domain, we obtain promising results. ","lang":"eng"}],"status":"public","has_accepted_license":"1","date_created":"2020-08-13T09:29:52Z","volume":939,"file":[{"access_level":"closed","date_created":"2021-04-08T08:14:05Z","file_name":"Kersting-Geierhos2021_Chapter_TowardsAspectExtractionAndClas.pdf","content_type":"application/pdf","date_updated":"2021-04-08T08:14:05Z","success":1,"relation":"main_file","file_size":512065,"file_id":"21594","creator":"jkers"}],"author":[{"full_name":"Kersting, Joschka","first_name":"Joschka","id":"58701","last_name":"Kersting"},{"id":"42496","last_name":"Geierhos","full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606","first_name":"Michaela"}],"publisher":"Springer","publication":"Natural Language Processing in Artificial Intelligence -- NLPinAI 2020","file_date_updated":"2021-04-08T08:14:05Z","doi":"10.1007/978-3-030-63787-3_6","date_updated":"2022-01-06T06:53:23Z","language":[{"iso":"eng"}],"series_title":"Studies in Computational Intelligence (SCI)","title":"Towards Aspect Extraction and Classification for Opinion Mining with Deep Sequence Networks","place":"Cham","project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area B","_id":"3"},{"_id":"9","name":"SFB 901 - Subproject B1"}],"editor":[{"last_name":"Loukanova","full_name":"Loukanova, Roussanka","first_name":"Roussanka"}],"publication_identifier":{"unknown":["978-3-030-63786-6 ; 978-3-030-63787-3"]},"publication_status":"published","department":[{"_id":"579"}]},{"language":[{"iso":"eng"}],"page":"275--284","citation":{"short":"J. Kersting, M. Geierhos, in: Proceedings of the 10th International Conference on Data Science, Technology and Applications (DATA 2021), SCITEPRESS, Online, 2021, pp. 275--284.","ieee":"J. Kersting and M. Geierhos, “Well-being in Plastic Surgery: Deep Learning Reveals Patients’ Evaluations,” in Proceedings of the 10th International Conference on Data Science, Technology and Applications (DATA 2021), Online, 2021, pp. 275--284.","chicago":"Kersting, Joschka, and Michaela Geierhos. “Well-Being in Plastic Surgery: Deep Learning Reveals Patients’ Evaluations.” In Proceedings of the 10th International Conference on Data Science, Technology and Applications (DATA 2021), 275--284. Online: SCITEPRESS, 2021.","ama":"Kersting J, Geierhos M. Well-being in Plastic Surgery: Deep Learning Reveals Patients’ Evaluations. In: Proceedings of the 10th International Conference on Data Science, Technology and Applications (DATA 2021). SCITEPRESS; 2021:275--284.","apa":"Kersting, J., & Geierhos, M. (2021). Well-being in Plastic Surgery: Deep Learning Reveals Patients’ Evaluations. Proceedings of the 10th International Conference on Data Science, Technology and Applications (DATA 2021), 275--284.","bibtex":"@inproceedings{Kersting_Geierhos_2021, place={Online}, title={Well-being in Plastic Surgery: Deep Learning Reveals Patients’ Evaluations}, booktitle={Proceedings of the 10th International Conference on Data Science, Technology and Applications (DATA 2021)}, publisher={SCITEPRESS}, author={Kersting, Joschka and Geierhos, Michaela}, year={2021}, pages={275--284} }","mla":"Kersting, Joschka, and Michaela Geierhos. “Well-Being in Plastic Surgery: Deep Learning Reveals Patients’ Evaluations.” Proceedings of the 10th International Conference on Data Science, Technology and Applications (DATA 2021), SCITEPRESS, 2021, pp. 275--284."},"type":"conference","year":"2021","conference":{"end_date":"2021-07-08","location":"Online","start_date":"2021-07-06","name":"10th International Conference on Data Science, Technology and Applications (DATA 2021)"},"date_updated":"2022-01-06T06:55:23Z","_id":"22051","publication":"Proceedings of the 10th International Conference on Data Science, Technology and Applications (DATA 2021)","department":[{"_id":"579"}],"author":[{"id":"58701","last_name":"Kersting","full_name":"Kersting, Joschka","first_name":"Joschka"},{"id":"42496","last_name":"Geierhos","orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela","first_name":"Michaela"}],"publisher":"SCITEPRESS","date_created":"2021-05-07T16:27:27Z","project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area B","_id":"3"},{"_id":"9","name":"SFB 901 - Subproject B1"}],"status":"public","publication_status":"published","place":"Online","user_id":"58701","title":"Well-being in Plastic Surgery: Deep Learning Reveals Patients' Evaluations"},{"file":[{"access_level":"closed","file_name":"Kersting & Geierhos (2021b), Kersting2021b.pdf","date_created":"2022-07-14T08:00:35Z","success":1,"relation":"main_file","content_type":"application/pdf","date_updated":"2022-07-14T08:00:35Z","file_id":"32362","creator":"jkers","file_size":506329}],"publisher":"Springer","author":[{"first_name":"Joschka","full_name":"Kersting, Joschka","last_name":"Kersting","id":"58701"},{"last_name":"Geierhos","id":"42496","first_name":"Michaela","orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela"}],"file_date_updated":"2022-07-14T08:00:35Z","publication":"Natural Language Processing and Information Systems","has_accepted_license":"1","status":"public","date_created":"2021-05-07T16:31:05Z","volume":12801,"abstract":[{"text":"In this study, we describe a text processing pipeline that transforms user-generated text into structured data. To do this, we train neural and transformer-based models for aspect-based sentiment analysis. As most research deals with explicit aspects from product or service data, we extract and classify implicit and explicit aspect phrases from German-language physician review texts. Patients often rate on the basis of perceived friendliness or competence. The vocabulary is difficult, the topic sensitive, and the data user-generated. The aspect phrases come with various wordings using insertions and are not noun-based, which makes the presented case equally relevant and reality-based. To find complex, indirect aspect phrases, up-to-date deep learning approaches must be combined with supervised training data. We describe three aspect phrase datasets, one of them new, as well as a newly annotated aspect polarity dataset. Alongside this, we build an algorithm to rate the aspect phrase importance. All in all, we train eight transformers on the new raw data domain, compare 54 neural aspect extraction models and, based on this, create eight aspect polarity models for our pipeline. These models are evaluated by using Precision, Recall, and F-Score measures. Finally, we evaluate our aspect phrase importance measure algorithm.","lang":"eng"}],"user_id":"58701","ddc":["004"],"type":"book_chapter","year":"2021","citation":{"short":"J. Kersting, M. Geierhos, in: E. Kapetanios, H. Horacek, E. Métais, F. Meziane (Eds.), Natural Language Processing and Information Systems, Springer, Saarbrücken, Germany, 2021, pp. 231--242.","ieee":"J. Kersting and M. Geierhos, “Human Language Comprehension in Aspect Phrase Extraction with Importance Weighting,” in Natural Language Processing and Information Systems, vol. 12801, E. Kapetanios, H. Horacek, E. Métais, and F. Meziane, Eds. Saarbrücken, Germany: Springer, 2021, pp. 231--242.","apa":"Kersting, J., & Geierhos, M. (2021). Human Language Comprehension in Aspect Phrase Extraction with Importance Weighting. In E. Kapetanios, H. Horacek, E. Métais, & F. Meziane (Eds.), Natural Language Processing and Information Systems (Vol. 12801, pp. 231--242). Springer.","ama":"Kersting J, Geierhos M. Human Language Comprehension in Aspect Phrase Extraction with Importance Weighting. In: Kapetanios E, Horacek H, Métais E, Meziane F, eds. Natural Language Processing and Information Systems. Vol 12801. Lecture Notes in Computer Science. Springer; 2021:231--242.","chicago":"Kersting, Joschka, and Michaela Geierhos. “Human Language Comprehension in Aspect Phrase Extraction with Importance Weighting.” In Natural Language Processing and Information Systems, edited by Epaminondas Kapetanios, Helmut Horacek, Elisabeth Métais, and Farid Meziane, 12801:231--242. Lecture Notes in Computer Science. Saarbrücken, Germany: Springer, 2021.","bibtex":"@inbook{Kersting_Geierhos_2021, place={Saarbrücken, Germany}, series={Lecture Notes in Computer Science}, title={Human Language Comprehension in Aspect Phrase Extraction with Importance Weighting}, volume={12801}, booktitle={Natural Language Processing and Information Systems}, publisher={Springer}, author={Kersting, Joschka and Geierhos, Michaela}, editor={Kapetanios, Epaminondas and Horacek, Helmut and Métais, Elisabeth and Meziane, Farid}, year={2021}, pages={231--242}, collection={Lecture Notes in Computer Science} }","mla":"Kersting, Joschka, and Michaela Geierhos. “Human Language Comprehension in Aspect Phrase Extraction with Importance Weighting.” Natural Language Processing and Information Systems, edited by Epaminondas Kapetanios et al., vol. 12801, Springer, 2021, pp. 231--242."},"page":"231--242","_id":"22052","intvolume":" 12801","conference":{"end_date":"2021-06-25","location":"Saarbrücken, Germany","start_date":"2021-06-23","name":"26th International Conference on Natural Language & Information Systems (NLDB 2021)"},"department":[{"_id":"579"}],"project":[{"_id":"1","name":"SFB 901"},{"_id":"3","name":"SFB 901 - Project Area B"},{"_id":"9","name":"SFB 901 - Subproject B1"}],"editor":[{"last_name":"Kapetanios","full_name":"Kapetanios, Epaminondas","first_name":"Epaminondas"},{"first_name":"Helmut","full_name":"Horacek, Helmut","last_name":"Horacek"},{"first_name":"Elisabeth","full_name":"Métais, Elisabeth","last_name":"Métais"},{"full_name":"Meziane, Farid","first_name":"Farid","last_name":"Meziane"}],"publication_status":"published","place":"Saarbrücken, Germany","title":"Human Language Comprehension in Aspect Phrase Extraction with Importance Weighting","series_title":"Lecture Notes in Computer Science","language":[{"iso":"eng"}],"date_updated":"2022-07-14T08:00:56Z"},{"_id":"21178","date_updated":"2022-05-09T15:01:53Z","conference":{"name":"Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume","location":"Online"},"main_file_link":[{"url":"https://www.aclweb.org/anthology/2021.eacl-main.17"}],"language":[{"iso":"eng"}],"citation":{"mla":"Alshomary, Milad, et al. “Belief-Based Generation of Argumentative Claims.” Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, Association for Computational Linguistics, 2021, pp. 224–223.","bibtex":"@inproceedings{Alshomary_Chen_Gurcke_Wachsmuth_2021, title={Belief-based Generation of Argumentative Claims}, booktitle={Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume}, publisher={Association for Computational Linguistics}, author={Alshomary, Milad and Chen, Wei-Fan and Gurcke, Timon and Wachsmuth, Henning}, year={2021}, pages={224–223} }","ama":"Alshomary M, Chen W-F, Gurcke T, Wachsmuth H. Belief-based Generation of Argumentative Claims. In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume. Association for Computational Linguistics; 2021:224-223.","apa":"Alshomary, M., Chen, W.-F., Gurcke, T., & Wachsmuth, H. (2021). Belief-based Generation of Argumentative Claims. Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 224–223.","chicago":"Alshomary, Milad, Wei-Fan Chen, Timon Gurcke, and Henning Wachsmuth. “Belief-Based Generation of Argumentative Claims.” In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 224–223. Association for Computational Linguistics, 2021.","ieee":"M. Alshomary, W.-F. Chen, T. Gurcke, and H. Wachsmuth, “Belief-based Generation of Argumentative Claims,” in Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, Online, 2021, pp. 224–223.","short":"M. Alshomary, W.-F. Chen, T. Gurcke, H. Wachsmuth, in: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, Association for Computational Linguistics, 2021, pp. 224–223."},"type":"conference","year":"2021","page":"224-223","abstract":[{"text":"When engaging in argumentative discourse, skilled human debaters tailor\r\nclaims to the beliefs of the audience, to construct effective arguments.\r\nRecently, the field of computational argumentation witnessed extensive effort\r\nto address the automatic generation of arguments. However, existing approaches\r\ndo not perform any audience-specific adaptation. In this work, we aim to bridge\r\nthis gap by studying the task of belief-based claim generation: Given a\r\ncontroversial topic and a set of beliefs, generate an argumentative claim\r\ntailored to the beliefs. To tackle this task, we model the people's prior\r\nbeliefs through their stances on controversial topics and extend\r\nstate-of-the-art text generation models to generate claims conditioned on the\r\nbeliefs. Our automatic evaluation confirms the ability of our approach to adapt\r\nclaims to a set of given beliefs. In a manual study, we additionally evaluate\r\nthe generated claims in terms of informativeness and their likelihood to be\r\nuttered by someone with a respective belief. Our results reveal the limitations\r\nof modeling users' beliefs based on their stances, but demonstrate the\r\npotential of encoding beliefs into argumentative texts, laying the ground for\r\nfuture exploration of audience reach.","lang":"eng"}],"user_id":"82920","title":"Belief-based Generation of Argumentative Claims","publisher":"Association for Computational Linguistics","author":[{"id":"73059","last_name":"Alshomary","full_name":"Alshomary, Milad","first_name":"Milad"},{"full_name":"Chen, Wei-Fan","first_name":"Wei-Fan","id":"82920","last_name":"Chen"},{"last_name":"Gurcke","id":"52174","first_name":"Timon","full_name":"Gurcke, Timon"},{"last_name":"Wachsmuth","id":"3900","first_name":"Henning","full_name":"Wachsmuth, Henning"}],"department":[{"_id":"600"}],"publication":"Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume","status":"public","date_created":"2021-02-05T08:00:07Z","project":[{"_id":"1","name":"SFB 901: SFB 901"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"name":"SFB 901 - B1: SFB 901 - Subproject B1","_id":"9"}]},{"date_updated":"2022-05-09T15:00:09Z","_id":"23709","type":"conference","year":"2021","citation":{"mla":"Chen, Wei-Fan, et al. “Controlled Neural Sentence-Level Reframing of News Articles.” Findings of the Association for Computational Linguistics: EMNLP 2021, 2021, pp. 2683–93.","bibtex":"@inproceedings{Chen_Al Khatib_Stein_Wachsmuth_2021, title={Controlled Neural Sentence-Level Reframing of News Articles}, booktitle={Findings of the Association for Computational Linguistics: EMNLP 2021}, author={Chen, Wei-Fan and Al Khatib, Khalid and Stein, Benno and Wachsmuth, Henning}, year={2021}, pages={2683–2693} }","chicago":"Chen, Wei-Fan, Khalid Al Khatib, Benno Stein, and Henning Wachsmuth. “Controlled Neural Sentence-Level Reframing of News Articles.” In Findings of the Association for Computational Linguistics: EMNLP 2021, 2683–93, 2021.","ama":"Chen W-F, Al Khatib K, Stein B, Wachsmuth H. Controlled Neural Sentence-Level Reframing of News Articles. In: Findings of the Association for Computational Linguistics: EMNLP 2021. ; 2021:2683-2693.","apa":"Chen, W.-F., Al Khatib, K., Stein, B., & Wachsmuth, H. (2021). Controlled Neural Sentence-Level Reframing of News Articles. Findings of the Association for Computational Linguistics: EMNLP 2021, 2683–2693.","ieee":"W.-F. Chen, K. Al Khatib, B. Stein, and H. Wachsmuth, “Controlled Neural Sentence-Level Reframing of News Articles,” in Findings of the Association for Computational Linguistics: EMNLP 2021, 2021, pp. 2683–2693.","short":"W.-F. Chen, K. Al Khatib, B. Stein, H. Wachsmuth, in: Findings of the Association for Computational Linguistics: EMNLP 2021, 2021, pp. 2683–2693."},"page":"2683 - 2693","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://aclanthology.org/2021.findings-emnlp.228.pdf"}],"title":"Controlled Neural Sentence-Level Reframing of News Articles","user_id":"82920","status":"public","project":[{"_id":"1","name":"SFB 901: SFB 901"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"_id":"9","name":"SFB 901 - B1: SFB 901 - Subproject B1"}],"date_created":"2021-09-02T20:09:20Z","author":[{"id":"82920","last_name":"Chen","full_name":"Chen, Wei-Fan","first_name":"Wei-Fan"},{"last_name":"Al Khatib","full_name":"Al Khatib, Khalid","first_name":"Khalid"},{"last_name":"Stein","full_name":"Stein, Benno","first_name":"Benno"},{"last_name":"Wachsmuth","id":"3900","first_name":"Henning","full_name":"Wachsmuth, Henning"}],"publication":"Findings of the Association for Computational Linguistics: EMNLP 2021","department":[{"_id":"600"}]},{"user_id":"82920","title":"Argument Undermining: Counter-Argument Generation by Attacking Weak Premises","status":"public","project":[{"name":"SFB 901: SFB 901","_id":"1"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"_id":"9","name":"SFB 901 - B1: SFB 901 - Subproject B1"}],"date_created":"2021-05-26T07:06:18Z","publisher":"Association for Computational Linguistics","author":[{"last_name":"Alshomary","id":"73059","first_name":"Milad","full_name":"Alshomary, Milad"},{"last_name":"Syed","first_name":"Shahbaz","full_name":"Syed, Shahbaz"},{"first_name":"Martin","full_name":"Potthast, Martin","last_name":"Potthast"},{"full_name":"Wachsmuth, Henning","first_name":"Henning","id":"3900","last_name":"Wachsmuth"}],"publication":"Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021)","department":[{"_id":"600"}],"doi":"10.18653/v1/2021.findings-acl.159","_id":"22229","date_updated":"2022-05-09T15:06:36Z","conference":{"name":"The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021)","location":"Online"},"language":[{"iso":"eng"}],"year":"2021","citation":{"short":"M. Alshomary, S. Syed, M. Potthast, H. Wachsmuth, in: Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Association for Computational Linguistics, 2021, pp. 1816–1827.","ieee":"M. Alshomary, S. Syed, M. Potthast, and H. Wachsmuth, “Argument Undermining: Counter-Argument Generation by Attacking Weak Premises,” in Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Online, 2021, pp. 1816–1827, doi: 10.18653/v1/2021.findings-acl.159.","chicago":"Alshomary, Milad, Shahbaz Syed, Martin Potthast, and Henning Wachsmuth. “Argument Undermining: Counter-Argument Generation by Attacking Weak Premises.” In Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), 1816–1827. Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. Association for Computational Linguistics, 2021. https://doi.org/10.18653/v1/2021.findings-acl.159.","ama":"Alshomary M, Syed S, Potthast M, Wachsmuth H. Argument Undermining: Counter-Argument Generation by Attacking Weak Premises. In: Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021). Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. Association for Computational Linguistics; 2021:1816–1827. doi:10.18653/v1/2021.findings-acl.159","apa":"Alshomary, M., Syed, S., Potthast, M., & Wachsmuth, H. (2021). Argument Undermining: Counter-Argument Generation by Attacking Weak Premises. Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), 1816–1827. https://doi.org/10.18653/v1/2021.findings-acl.159","mla":"Alshomary, Milad, et al. “Argument Undermining: Counter-Argument Generation by Attacking Weak Premises.” Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Association for Computational Linguistics, 2021, pp. 1816–1827, doi:10.18653/v1/2021.findings-acl.159.","bibtex":"@inproceedings{Alshomary_Syed_Potthast_Wachsmuth_2021, series={Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021}, title={Argument Undermining: Counter-Argument Generation by Attacking Weak Premises}, DOI={10.18653/v1/2021.findings-acl.159}, booktitle={Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021)}, publisher={Association for Computational Linguistics}, author={Alshomary, Milad and Syed, Shahbaz and Potthast, Martin and Wachsmuth, Henning}, year={2021}, pages={1816–1827}, collection={Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021} }"},"type":"conference","page":"1816–1827","series_title":"Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021","main_file_link":[{"url":"https://aclanthology.org/2021.findings-acl.159.pdf"}]},{"title":"Tag Me If You Can: Insights into the Challenges of Supporting Unrestricted P2P News Tagging","publication_status":"published","editor":[{"full_name":"Audrius, Lopata","first_name":"Lopata","last_name":"Audrius"},{"first_name":"Butkienė","full_name":"Rita, Butkienė","last_name":"Rita"},{"last_name":"Daina","full_name":"Daina, Gudonienė","first_name":"Gudonienė"},{"last_name":"Vilma","first_name":"Sukackė","full_name":"Vilma, Sukackė"}],"project":[{"name":"SFB 901","_id":"1"},{"_id":"3","name":"SFB 901 - Project Area B"},{"_id":"9","name":"SFB 901 - Subproject B1"}],"department":[{"_id":"579"},{"_id":"1"},{"_id":"36"}],"doi":"https://doi.org/10.1007/978-3-030-59506-7_30","date_updated":"2022-01-06T06:53:08Z","language":[{"iso":"eng"}],"series_title":"Communications in Computer and Information Science","ddc":["004"],"user_id":"58701","abstract":[{"text":"Peer-to-Peer news portals allow Internet users to write news articles and make them available online to interested readers. Despite the fact that authors are free in their choice of topics, there are a number of quality characteristics that an article must meet before it is published. In addition to meaningful titles, comprehensibly written texts and meaning- ful images, relevant tags are an important criteria for the quality of such news. In this case study, we discuss the challenges and common mistakes that Peer-to-Peer reporters face when tagging news and how incorrect information can be corrected through the orchestration of existing Natu- ral Language Processing services. Lastly, we use this illustrative example to give insight into the challenges of dealing with bottom-up taxonomies.","lang":"eng"}],"volume":1283,"date_created":"2020-06-26T14:23:52Z","status":"public","has_accepted_license":"1","file_date_updated":"2020-11-07T19:47:30Z","publication":"Information and Software Technologies","author":[{"last_name":"Bäumer","id":"38837","first_name":"Frederik Simon","full_name":"Bäumer, Frederik Simon"},{"last_name":"Kersting","id":"58701","first_name":"Joschka","full_name":"Kersting, Joschka"},{"last_name":"Buff","full_name":"Buff, Bianca","first_name":"Bianca"},{"last_name":"Geierhos","id":"42496","first_name":"Michaela","full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606"}],"publisher":"Springer","file":[{"access_level":"closed","date_created":"2020-11-07T19:47:30Z","file_name":"Bäumer et al. (2020), Baeumer2020.pdf .pdf","date_updated":"2020-11-07T19:47:30Z","content_type":"application/pdf","relation":"main_file","success":1,"file_size":599881,"creator":"jkers","file_id":"20309"}],"conference":{"end_date":"2020-10-17","location":"Kaunas, Litauen","start_date":"2020-10-15","name":"26th International Conference on Information and Software Technologies (ICIST 2020)"},"intvolume":" 1283","_id":"17347","page":"368--382","citation":{"ieee":"F. S. Bäumer, J. Kersting, B. Buff, and M. Geierhos, “Tag Me If You Can: Insights into the Challenges of Supporting Unrestricted P2P News Tagging,” in Information and Software Technologies, vol. 1283, L. Audrius, B. Rita, G. Daina, and S. Vilma, Eds. Springer, 2020, pp. 368--382.","short":"F.S. Bäumer, J. Kersting, B. Buff, M. Geierhos, in: L. Audrius, B. Rita, G. Daina, S. Vilma (Eds.), Information and Software Technologies, Springer, 2020, pp. 368--382.","bibtex":"@inbook{Bäumer_Kersting_Buff_Geierhos_2020, series={Communications in Computer and Information Science}, title={Tag Me If You Can: Insights into the Challenges of Supporting Unrestricted P2P News Tagging}, volume={1283}, DOI={https://doi.org/10.1007/978-3-030-59506-7_30}, booktitle={Information and Software Technologies}, publisher={Springer}, author={Bäumer, Frederik Simon and Kersting, Joschka and Buff, Bianca and Geierhos, Michaela}, editor={Audrius, Lopata and Rita, Butkienė and Daina, Gudonienė and Vilma, SukackėEditors}, year={2020}, pages={368--382}, collection={Communications in Computer and Information Science} }","mla":"Bäumer, Frederik Simon, et al. “Tag Me If You Can: Insights into the Challenges of Supporting Unrestricted P2P News Tagging.” Information and Software Technologies, edited by Lopata Audrius et al., vol. 1283, Springer, 2020, pp. 368--382, doi:https://doi.org/10.1007/978-3-030-59506-7_30.","chicago":"Bäumer, Frederik Simon, Joschka Kersting, Bianca Buff, and Michaela Geierhos. “Tag Me If You Can: Insights into the Challenges of Supporting Unrestricted P2P News Tagging.” In Information and Software Technologies, edited by Lopata Audrius, Butkienė Rita, Gudonienė Daina, and Sukackė Vilma, 1283:368--382. Communications in Computer and Information Science. Springer, 2020. https://doi.org/10.1007/978-3-030-59506-7_30.","ama":"Bäumer FS, Kersting J, Buff B, Geierhos M. Tag Me If You Can: Insights into the Challenges of Supporting Unrestricted P2P News Tagging. In: Audrius L, Rita B, Daina G, Vilma S, eds. Information and Software Technologies. Vol 1283. Communications in Computer and Information Science. Springer; 2020:368--382. doi:https://doi.org/10.1007/978-3-030-59506-7_30","apa":"Bäumer, F. S., Kersting, J., Buff, B., & Geierhos, M. (2020). Tag Me If You Can: Insights into the Challenges of Supporting Unrestricted P2P News Tagging. In L. Audrius, B. Rita, G. Daina, & S. Vilma (Eds.), Information and Software Technologies (Vol. 1283, pp. 368--382). Kaunas, Litauen: Springer. https://doi.org/10.1007/978-3-030-59506-7_30"},"year":"2020","type":"book_chapter"},{"status":"public","has_accepted_license":"1","date_created":"2020-08-31T10:59:54Z","file":[{"access_level":"closed","date_created":"2020-11-19T17:29:03Z","file_name":"Kersting & Bäumer (2020), Kersting2020d.pdf","date_updated":"2020-11-19T17:29:03Z","content_type":"application/pdf","success":1,"relation":"main_file","file_size":1064877,"file_id":"20443","creator":"jkers"}],"publisher":"IADIS","author":[{"id":"58701","last_name":"Kersting","full_name":"Kersting, Joschka","first_name":"Joschka"},{"last_name":"Bäumer","id":"38837","first_name":"Frederik Simon","full_name":"Bäumer, Frederik Simon"}],"file_date_updated":"2020-11-19T17:29:03Z","publication":"PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020","keyword":["Software Requirements","Natural Language Processing","Transfer Learning","On-The-Fly Computing"],"user_id":"58701","ddc":["000"],"type":"conference","year":"2020","citation":{"ieee":"J. Kersting and F. S. Bäumer, “SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH,” in PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020, Lisbon, Portugal, 2020, pp. 119--123.","short":"J. Kersting, F.S. Bäumer, in: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020, IADIS, 2020, pp. 119--123.","mla":"Kersting, Joschka, and Frederik Simon Bäumer. “SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH.” PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020, IADIS, 2020, pp. 119--123.","bibtex":"@inproceedings{Kersting_Bäumer_2020, title={SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH}, booktitle={PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020}, publisher={IADIS}, author={Kersting, Joschka and Bäumer, Frederik Simon}, year={2020}, pages={119--123} }","chicago":"Kersting, Joschka, and Frederik Simon Bäumer. “SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH.” In PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020, 119--123. IADIS, 2020.","apa":"Kersting, J., & Bäumer, F. S. (2020). SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020, 119--123.","ama":"Kersting J, Bäumer FS. SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH. In: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020. IADIS; 2020:119--123."},"page":"119--123","_id":"18686","conference":{"end_date":"20.11.2020","name":"17th International Conference on Applied Computing","start_date":"18.11.2020","location":"Lisbon, Portugal"},"project":[{"_id":"1","name":"SFB 901"},{"_id":"3","name":"SFB 901 - Project Area B"},{"_id":"9","name":"SFB 901 - Subproject B1"}],"department":[{"_id":"579"}],"title":"SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:53:51Z"},{"language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:52:29Z","department":[{"_id":"579"}],"project":[{"_id":"3","name":"SFB 901 - Project Area B"},{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Subproject B1","_id":"9"}],"place":"Setúbal, Portugal","title":"Aspect Phrase Extraction in Sentiment Analysis with Deep Learning","page":"391--400","citation":{"chicago":"Kersting, Joschka, and Michaela Geierhos. “Aspect Phrase Extraction in Sentiment Analysis with Deep Learning.” In Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) -- Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020), 391--400. Setúbal, Portugal: SCITEPRESS, 2020.","apa":"Kersting, J., & Geierhos, M. (2020). Aspect Phrase Extraction in Sentiment Analysis with Deep Learning. In Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) -- Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020) (pp. 391--400). Setúbal, Portugal: SCITEPRESS.","ama":"Kersting J, Geierhos M. Aspect Phrase Extraction in Sentiment Analysis with Deep Learning. In: Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) -- Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020). Setúbal, Portugal: SCITEPRESS; 2020:391--400.","bibtex":"@inproceedings{Kersting_Geierhos_2020, place={Setúbal, Portugal}, title={Aspect Phrase Extraction in Sentiment Analysis with Deep Learning}, booktitle={Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) -- Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020)}, publisher={SCITEPRESS}, author={Kersting, Joschka and Geierhos, Michaela}, year={2020}, pages={391--400} }","mla":"Kersting, Joschka, and Michaela Geierhos. “Aspect Phrase Extraction in Sentiment Analysis with Deep Learning.” Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) -- Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020), SCITEPRESS, 2020, pp. 391--400.","short":"J. Kersting, M. Geierhos, in: Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) -- Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020), SCITEPRESS, Setúbal, Portugal, 2020, pp. 391--400.","ieee":"J. Kersting and M. Geierhos, “Aspect Phrase Extraction in Sentiment Analysis with Deep Learning,” in Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) -- Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020), Valetta, Malta, 2020, pp. 391--400."},"type":"conference","year":"2020","conference":{"location":"Valetta, Malta","name":"International Conference on Agents and Artificial Intelligence (ICAART) -- Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI)"},"_id":"15580","keyword":["Deep Learning","Natural Language Processing","Aspect-based Sentiment Analysis"],"publication":"Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) -- Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020)","file_date_updated":"2020-09-18T09:27:00Z","author":[{"first_name":"Joschka","full_name":"Kersting, Joschka","last_name":"Kersting","id":"58701"},{"first_name":"Michaela","orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela","last_name":"Geierhos","id":"42496"}],"publisher":"SCITEPRESS","file":[{"file_size":421780,"file_id":"19576","creator":"jkers","content_type":"application/pdf","date_updated":"2020-09-18T09:27:00Z","success":1,"relation":"main_file","file_name":"Kersting & Geierhos (2020), Kersting2020.pdf","date_created":"2020-09-18T09:27:00Z","access_level":"closed"}],"date_created":"2020-01-15T08:35:07Z","status":"public","has_accepted_license":"1","abstract":[{"lang":"eng","text":"This paper deals with aspect phrase extraction and classification in sentiment analysis. We summarize current approaches and datasets from the domain of aspect-based sentiment analysis. This domain detects sentiments expressed for individual aspects in unstructured text data. So far, mainly commercial user reviews for products or services such as restaurants were investigated. We here present our dataset consisting of German physician reviews, a sensitive and linguistically complex field. Furthermore, we describe the annotation process of a dataset for supervised learning with neural networks. Moreover, we introduce our model for extracting and classifying aspect phrases in one step, which obtains an F1-score of 80%. By applying it to a more complex domain, our approach and results outperform previous approaches."}],"ddc":["000"],"user_id":"58701"},{"file":[{"access_level":"closed","date_created":"2020-09-18T09:25:30Z","file_name":"Buff et al. (2020), Buff2020.pdf","date_updated":"2020-09-18T09:25:30Z","content_type":"application/pdf","relation":"main_file","success":1,"file_size":287956,"file_id":"19574","creator":"jkers"}],"publication":"Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020)","file_date_updated":"2020-09-18T09:25:30Z","keyword":["Identity Disclosure","Privacy Protection","Physician Review Website","De-Anonymization","Medical Domain"],"author":[{"last_name":"Buff","full_name":"Buff, Bianca","first_name":"Bianca"},{"first_name":"Joschka","full_name":"Kersting, Joschka","last_name":"Kersting","id":"58701"},{"first_name":"Michaela","full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606","last_name":"Geierhos","id":"42496"}],"publisher":"SCITEPRESS","date_created":"2020-01-15T08:49:25Z","status":"public","has_accepted_license":"1","abstract":[{"lang":"eng","text":"When it comes to increased digitization in the health care domain, privacy is a relevant topic nowadays. This relates to patient data, electronic health records or physician reviews published online, for instance. There exist different approaches to the protection of individuals’ privacy, which focus on the anonymization and masking of personal information subsequent to their mining. In the medical domain in particular, measures to protect the privacy of patients are of high importance due to the amount of sensitive data that is involved (e.g. age, gender, illnesses, medication). While privacy breaches in structured data can be detected more easily, disclosure in written texts is more difficult to find automatically due to the unstructured nature of natural language. Therefore, we take a detailed look at existing research on areas related to privacy protection. Likewise, we review approaches to the automatic detection of privacy disclosure in different types of medical data. We provide a survey of several studies concerned with privacy breaches in the medical domain with a focus on Physician Review Websites (PRWs). Finally, we briefly develop implications and directions for further research."}],"user_id":"58701","ddc":["000"],"page":"630--637","year":"2020","citation":{"short":"B. Buff, J. Kersting, M. Geierhos, in: Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020), SCITEPRESS, Setúbal, Portugal, 2020, pp. 630--637.","ieee":"B. Buff, J. Kersting, and M. Geierhos, “Detection of Privacy Disclosure in the Medical Domain: A Survey,” in Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020), Valetta, Malta, 2020, pp. 630--637.","ama":"Buff B, Kersting J, Geierhos M. Detection of Privacy Disclosure in the Medical Domain: A Survey. In: Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020). Setúbal, Portugal: SCITEPRESS; 2020:630--637.","apa":"Buff, B., Kersting, J., & Geierhos, M. (2020). Detection of Privacy Disclosure in the Medical Domain: A Survey. In Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020) (pp. 630--637). Setúbal, Portugal: SCITEPRESS.","chicago":"Buff, Bianca, Joschka Kersting, and Michaela Geierhos. “Detection of Privacy Disclosure in the Medical Domain: A Survey.” In Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020), 630--637. Setúbal, Portugal: SCITEPRESS, 2020.","bibtex":"@inproceedings{Buff_Kersting_Geierhos_2020, place={Setúbal, Portugal}, title={Detection of Privacy Disclosure in the Medical Domain: A Survey}, booktitle={Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020)}, publisher={SCITEPRESS}, author={Buff, Bianca and Kersting, Joschka and Geierhos, Michaela}, year={2020}, pages={630--637} }","mla":"Buff, Bianca, et al. “Detection of Privacy Disclosure in the Medical Domain: A Survey.” Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020), SCITEPRESS, 2020, pp. 630--637."},"type":"conference","conference":{"name":"International Conference on Pattern Recognition Applications and Methods (ICPRAM)","location":"Valetta, Malta"},"_id":"15582","department":[{"_id":"579"}],"project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area B","_id":"3"},{"_id":"9","name":"SFB 901 - Subproject B1"}],"place":"Setúbal, Portugal","title":"Detection of Privacy Disclosure in the Medical Domain: A Survey","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:52:30Z"},{"citation":{"short":"J. Kersting, M. Geierhos, in: Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference, AAAI, North Miami Beach, FL, USA, 2020, pp. 282--285.","ieee":"J. Kersting and M. Geierhos, “Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis,” in Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference, North Miami Beach, FL, USA, 2020, pp. 282--285.","ama":"Kersting J, Geierhos M. Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis. In: Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference. North Miami Beach, FL, USA: AAAI; 2020:282--285.","apa":"Kersting, J., & Geierhos, M. (2020). Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis. In Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference (pp. 282--285). North Miami Beach, FL, USA: AAAI.","chicago":"Kersting, Joschka, and Michaela Geierhos. “Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis.” In Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference, 282--285. North Miami Beach, FL, USA: AAAI, 2020.","mla":"Kersting, Joschka, and Michaela Geierhos. “Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis.” Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference, AAAI, 2020, pp. 282--285.","bibtex":"@inproceedings{Kersting_Geierhos_2020, place={North Miami Beach, FL, USA}, title={Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis}, booktitle={Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference}, publisher={AAAI}, author={Kersting, Joschka and Geierhos, Michaela}, year={2020}, pages={282--285} }"},"year":"2020","type":"conference","page":"282--285","_id":"15635","conference":{"end_date":"2020-05-20","name":"The 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference","start_date":"2020-05-17","location":"North Miami Beach, FL, USA"},"file":[{"access_level":"closed","file_name":"Kersting & Geierhos (2020b), Kersting2020b.pdf","date_created":"2020-09-18T09:39:08Z","content_type":"application/pdf","date_updated":"2020-09-18T09:39:08Z","success":1,"relation":"main_file","file_size":464976,"creator":"jkers","file_id":"19582"}],"author":[{"id":"58701","last_name":"Kersting","full_name":"Kersting, Joschka","first_name":"Joschka"},{"orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela","first_name":"Michaela","id":"42496","last_name":"Geierhos"}],"publisher":"AAAI","file_date_updated":"2020-09-18T09:39:08Z","publication":"Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference","has_accepted_license":"1","status":"public","date_created":"2020-01-24T09:10:09Z","user_id":"58701","ddc":["000"],"language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:52:31Z","department":[{"_id":"579"}],"project":[{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B1","_id":"9"},{"_id":"1","name":"SFB 901"}],"place":"North Miami Beach, FL, USA","title":"Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis"},{"language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:52:15Z","doi":"10.1162/evco_a_00266","department":[{"_id":"34"},{"_id":"355"},{"_id":"26"},{"_id":"63"},{"_id":"238"}],"publication_status":"published","project":[{"name":"SFB 901","_id":"1"},{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B1","_id":"9"},{"name":"SFB 901 - Subproject B2","_id":"10"},{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"title":"Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets","related_material":{"link":[{"url":"https://www.mitpressjournals.org/doi/pdf/10.1162/evco_a_00266","relation":"confirmation"}]},"year":"2020","citation":{"ieee":"M. D. Wever, L. van Rooijen, and H. Hamann, “Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets,” Evolutionary Computation, vol. 28, no. 2, pp. 165–193, 2020, doi: 10.1162/evco_a_00266.","short":"M.D. Wever, L. van Rooijen, H. Hamann, Evolutionary Computation 28 (2020) 165–193.","mla":"Wever, Marcel Dominik, et al. “Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets.” Evolutionary Computation, vol. 28, no. 2, MIT Press Journals, 2020, pp. 165–193, doi:10.1162/evco_a_00266.","bibtex":"@article{Wever_van Rooijen_Hamann_2020, title={Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets}, volume={28}, DOI={10.1162/evco_a_00266}, number={2}, journal={Evolutionary Computation}, publisher={MIT Press Journals}, author={Wever, Marcel Dominik and van Rooijen, Lorijn and Hamann, Heiko}, year={2020}, pages={165–193} }","apa":"Wever, M. D., van Rooijen, L., & Hamann, H. (2020). Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets. Evolutionary Computation, 28(2), 165–193. https://doi.org/10.1162/evco_a_00266","ama":"Wever MD, van Rooijen L, Hamann H. Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets. Evolutionary Computation. 2020;28(2):165–193. doi:10.1162/evco_a_00266","chicago":"Wever, Marcel Dominik, Lorijn van Rooijen, and Heiko Hamann. “Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets.” Evolutionary Computation 28, no. 2 (2020): 165–193. https://doi.org/10.1162/evco_a_00266."},"type":"journal_article","page":"165–193","intvolume":" 28","_id":"15025","issue":"2","author":[{"orcid":" https://orcid.org/0000-0001-9782-6818","full_name":"Wever, Marcel Dominik","first_name":"Marcel Dominik","id":"33176","last_name":"Wever"},{"first_name":"Lorijn","full_name":"van Rooijen, Lorijn","last_name":"van Rooijen","id":"58843"},{"last_name":"Hamann","first_name":"Heiko","full_name":"Hamann, Heiko"}],"publisher":"MIT Press Journals","publication":"Evolutionary Computation","volume":28,"status":"public","date_created":"2019-11-18T14:19:19Z","abstract":[{"lang":"eng","text":"In software engineering, the imprecise requirements of a user are transformed to a formal requirements specification during the requirements elicitation process. This process is usually guided by requirements engineers interviewing the user. We want to partially automate this first step of the software engineering process in order to enable users to specify a desired software system on their own. With our approach, users are only asked to provide exemplary behavioral descriptions. The problem of synthesizing a requirements specification from examples can partially be reduced to the problem of grammatical inference, to which we apply an active coevolutionary learning approach. However, this approach would usually require many feedback queries to be sent to the user. In this work, we extend and generalize our active learning approach to receive knowledge from multiple oracles, also known as proactive learning. The ‘user oracle’ represents input received from the user and the ‘knowledge oracle’ represents available, formalized domain knowledge. We call our two-oracle approach the ‘first apply knowledge then query’ (FAKT/Q) algorithm. We compare FAKT/Q to the active learning approach and provide an extensive benchmark evaluation. As result we find that the number of required user queries is reduced and the inference process is sped up significantly. Finally, with so-called On-The-Fly Markets, we present a motivation and an application of our approach where such knowledge is available."}],"user_id":"15415"},{"language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:52:19Z","department":[{"_id":"579"}],"project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area B","_id":"3"},{"name":"SFB 901 - Subproject B1","_id":"9"}],"place":"Setúbal, Portugal","title":"What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-Service Providers","page":"263--272","type":"conference","year":"2020","citation":{"ama":"Kersting J, Geierhos M. What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-Service Providers. In: Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods. Setúbal, Portugal: SCITEPRESS; 2020:263--272.","apa":"Kersting, J., & Geierhos, M. (2020). What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-Service Providers. In Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (pp. 263--272). Setúbal, Portugal: SCITEPRESS.","chicago":"Kersting, Joschka, and Michaela Geierhos. “What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-Service Providers.” In Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 263--272. Setúbal, Portugal: SCITEPRESS, 2020.","mla":"Kersting, Joschka, and Michaela Geierhos. “What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-Service Providers.” Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, SCITEPRESS, 2020, pp. 263--272.","bibtex":"@inproceedings{Kersting_Geierhos_2020, place={Setúbal, Portugal}, title={What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-Service Providers}, booktitle={Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods}, publisher={SCITEPRESS}, author={Kersting, Joschka and Geierhos, Michaela}, year={2020}, pages={263--272} }","short":"J. Kersting, M. Geierhos, in: Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, SCITEPRESS, Setúbal, Portugal, 2020, pp. 263--272.","ieee":"J. Kersting and M. Geierhos, “What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-Service Providers,” in Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, Valetta, Malta, 2020, pp. 263--272."},"conference":{"location":"Valetta, Malta","name":"International Conference on Pattern Recognition Applications and Methods (ICPRAM)"},"_id":"15256","file":[{"file_size":963370,"creator":"jkers","file_id":"19577","date_updated":"2020-09-18T09:27:41Z","content_type":"application/pdf","relation":"main_file","success":1,"date_created":"2020-09-18T09:27:41Z","file_name":"Kersting & Geierhos (2020c), Kersting2020c.pdf","access_level":"closed"}],"file_date_updated":"2020-09-18T09:27:41Z","keyword":["Customer Reviews","Sentiment Analysis","Online Labour Markets"],"publication":"Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods","author":[{"id":"58701","last_name":"Kersting","full_name":"Kersting, Joschka","first_name":"Joschka"},{"full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606","first_name":"Michaela","id":"42496","last_name":"Geierhos"}],"publisher":"SCITEPRESS","date_created":"2019-12-06T13:09:42Z","has_accepted_license":"1","status":"public","abstract":[{"text":"This paper deals with online customer reviews of local multi-service providers. While many studies investigate product reviews and online labour markets with service providers delivering intangible products “over the wire”, we focus on websites where providers offer multiple distinct services that can be booked, paid and reviewed online but are performed locally offline. This type of service providers has so far been neglected in the literature. This paper analyses reviews and applies sentiment analysis. It aims to gain new insights into local multi-service providers’ performance. There is a broad literature range presented with regard to the topics addressed. The results show, among other things, that providers with good ratings continue to perform well over time. We find that many positive reviews seem to encourage sales. On average, quantitative star ratings and qualitative ratings in the form of review texts match. Further results are also achieved in this study.","lang":"eng"}],"user_id":"58701","ddc":["000"]},{"ddc":["004"],"user_id":"477","volume":62,"date_created":"2019-10-10T13:41:06Z","has_accepted_license":"1","status":"public","publication":"Business & Information Systems Engineering","file_date_updated":"2019-12-12T10:24:47Z","publisher":"Springer","author":[{"full_name":"Karl, Holger","first_name":"Holger","id":"126","last_name":"Karl"},{"last_name":"Kundisch","id":"21117","first_name":"Dennis","full_name":"Kundisch, Dennis"},{"last_name":"Meyer auf der Heide","id":"15523","first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm"},{"last_name":"Wehrheim","id":"573","first_name":"Heike","full_name":"Wehrheim, Heike"}],"file":[{"access_level":"closed","date_created":"2019-12-12T10:24:47Z","file_name":"Karl2019_Article_ACaseForANewITEcosystemOn-The-.pdf","date_updated":"2019-12-12T10:24:47Z","content_type":"application/pdf","relation":"main_file","success":1,"file_size":454532,"file_id":"15311","creator":"ups"}],"issue":"6","_id":"13770","intvolume":" 62","page":"467-481","year":"2020","type":"journal_article","citation":{"short":"H. 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Business & Information Systems Engineering, 62(6), 467–481. https://doi.org/10.1007/s12599-019-00627-x","chicago":"Karl, Holger, Dennis Kundisch, Friedhelm Meyer auf der Heide, and Heike Wehrheim. “A Case for a New IT Ecosystem: On-The-Fly Computing.” Business & Information Systems Engineering 62, no. 6 (2020): 467–81. https://doi.org/10.1007/s12599-019-00627-x.","mla":"Karl, Holger, et al. “A Case for a New IT Ecosystem: On-The-Fly Computing.” Business & Information Systems Engineering, vol. 62, no. 6, Springer, 2020, pp. 467–81, doi:10.1007/s12599-019-00627-x.","bibtex":"@article{Karl_Kundisch_Meyer auf der Heide_Wehrheim_2020, title={A Case for a New IT Ecosystem: On-The-Fly Computing}, volume={62}, DOI={10.1007/s12599-019-00627-x}, number={6}, journal={Business & Information Systems Engineering}, publisher={Springer}, author={Karl, Holger and Kundisch, Dennis and Meyer auf der Heide, Friedhelm and Wehrheim, Heike}, year={2020}, pages={467–481} }"},"title":"A Case for a New IT Ecosystem: On-The-Fly Computing","publication_status":"published","project":[{"_id":"1","name":"SFB 901"},{"_id":"2","name":"SFB 901 - Project Area A"},{"name":"SFB 901 - Project Area B","_id":"3"},{"_id":"4","name":"SFB 901 - Project Area C"},{"_id":"82","name":"SFB 901 - Project Area T"},{"name":"SFB 901 - Subproject A1","_id":"5"},{"_id":"6","name":"SFB 901 - Subproject A2"},{"_id":"7","name":"SFB 901 - Subproject A3"},{"_id":"8","name":"SFB 901 - Subproject A4"},{"_id":"9","name":"SFB 901 - Subproject B1"},{"name":"SFB 901 - Subproject B2","_id":"10"},{"name":"SFB 901 - Subproject B3","_id":"11"},{"_id":"12","name":"SFB 901 - Subproject B4"},{"name":"SFB 901 - Subproject C1","_id":"13"},{"_id":"14","name":"SFB 901 - Subproject C2"},{"_id":"15","name":"SFB 901 - Subproject C3"},{"name":"SFB 901 - Subproject C4","_id":"16"},{"name":"SFB 901 - Subproject C5","_id":"17"},{"_id":"83","name":"SFB 901 -Subproject T1"},{"name":"SFB 901 -Subproject T2","_id":"84"},{"_id":"107","name":"SFB 901 -Subproject T3"},{"_id":"158","name":"SFB 901 - T4: SFB 901 -Subproject T4"}],"department":[{"_id":"276"},{"_id":"75"},{"_id":"63"},{"_id":"77"}],"doi":"10.1007/s12599-019-00627-x","date_updated":"2022-12-02T09:27:17Z","language":[{"iso":"eng"}]},{"project":[{"name":"SFB 901: SFB 901","_id":"1"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"name":"SFB 901 - B1: SFB 901 - Subproject B1","_id":"9"}],"date_created":"2018-08-02T11:40:56Z","status":"public","department":[{"_id":"600"}],"publication":"Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science","author":[{"full_name":"Chen, Wei-Fan","first_name":"Wei-Fan","id":"82920","last_name":"Chen"},{"last_name":"Al-Khatib","first_name":"Khalid","full_name":"Al-Khatib, Khalid"},{"last_name":"Wachsmuth","id":"3900","first_name":"Henning","full_name":"Wachsmuth, Henning"},{"last_name":"Stein","first_name":"Benno","full_name":"Stein, Benno"}],"user_id":"82920","title":"Analyzing Political Bias and Unfairness in News Articles at Different Levels of Granularity","language":[{"iso":"eng"}],"page":"149-154","citation":{"ieee":"W.-F. Chen, K. Al-Khatib, H. Wachsmuth, and B. Stein, “Analyzing Political Bias and Unfairness in News Articles at Different Levels of Granularity,” in Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science, 2020, pp. 149–154.","short":"W.-F. Chen, K. Al-Khatib, H. Wachsmuth, B. 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Since non-technical users write their software requirements themselves and in unrestricted natural language, deficits occur such as inaccuracy and incompleteness. These deficits are usually met by natural language processing methods, which have to face special challenges in OTF Computing because maximum automation is the goal. In this paper, we present current automatic approaches for solving inaccuracies and incompletenesses in natural language requirement descriptions and elaborate open challenges. In particular, we will discuss the necessity of domain-specific resources and show why, despite far-reaching automation, an intelligent and guided integration of end users into the compensation process is required. In this context, we present our idea of a chat bot that integrates users into the compensation process depending on the given circumstances. ","lang":"eng"}],"citation":{"ieee":"F. S. Bäumer, J. Kersting, and M. Geierhos, “Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches,” Computers, vol. 8, no. 1, 2019.","short":"F.S. Bäumer, J. Kersting, M. Geierhos, Computers 8 (2019).","mla":"Bäumer, Frederik Simon, et al. “Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches.” Computers, vol. 8, no. 1, 22, MDPI AG, Basel, Switzerland, 2019, doi:10.3390/computers8010022.","bibtex":"@article{Bäumer_Kersting_Geierhos_2019, title={Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches}, volume={8}, DOI={10.3390/computers8010022}, number={122}, journal={Computers}, publisher={MDPI AG, Basel, Switzerland}, author={Bäumer, Frederik Simon and Kersting, Joschka and Geierhos, Michaela}, year={2019} }","ama":"Bäumer FS, Kersting J, Geierhos M. Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches. 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(2019). Unraveling the Search Space of Abusive Language in Wikipedia with Dynamic Lexicon Acquisition. Proceedings of the Second Workshop on Natural Language Processing for Internet Freedom, 76–82.","ama":"Chen W-F, Al-Khatib K, Hagen M, Wachsmuth H, Stein B. Unraveling the Search Space of Abusive Language in Wikipedia with Dynamic Lexicon Acquisition. In: Proceedings of the Second Workshop on Natural Language Processing for Internet Freedom. ; 2019:76-82.","chicago":"Chen, Wei-Fan, Khalid Al-Khatib, Matthias Hagen, Henning Wachsmuth, and Benno Stein. “Unraveling the Search Space of Abusive Language in Wikipedia with Dynamic Lexicon Acquisition.” In Proceedings of the Second Workshop on Natural Language Processing for Internet Freedom, 76–82, 2019.","ieee":"W.-F. Chen, K. Al-Khatib, M. Hagen, H. Wachsmuth, and B. Stein, “Unraveling the Search Space of Abusive Language in Wikipedia with Dynamic Lexicon Acquisition,” in Proceedings of the Second Workshop on Natural Language Processing for Internet Freedom, 2019, pp. 76–82.","short":"W.-F. Chen, K. Al-Khatib, M. Hagen, H. Wachsmuth, B. Stein, in: Proceedings of the Second Workshop on Natural Language Processing for Internet Freedom, 2019, pp. 76–82."},"type":"conference","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://www.aclweb.org/anthology/D19-5009.pdf"}],"title":"Unraveling the Search Space of Abusive Language in Wikipedia with Dynamic Lexicon Acquisition","user_id":"82920","project":[{"name":"SFB 901: SFB 901","_id":"1"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"_id":"9","name":"SFB 901 - B1: SFB 901 - Subproject B1"}],"date_created":"2019-09-17T14:42:43Z","status":"public","publication":"Proceedings of the Second Workshop on Natural Language Processing for Internet Freedom","department":[{"_id":"600"},{"_id":"568"}],"author":[{"first_name":"Wei-Fan","full_name":"Chen, Wei-Fan","last_name":"Chen","id":"82920"},{"last_name":"Al-Khatib","full_name":"Al-Khatib, Khalid","first_name":"Khalid"},{"full_name":"Hagen, Matthias","first_name":"Matthias","last_name":"Hagen"},{"first_name":"Henning","full_name":"Wachsmuth, Henning","last_name":"Wachsmuth","id":"3900"},{"last_name":"Stein","first_name":"Benno","full_name":"Stein, Benno"}]},{"editor":[{"first_name":"Max ","full_name":"Silberztein, Max ","last_name":"Silberztein"},{"last_name":"Atigui","full_name":"Atigui, Faten ","first_name":"Faten "},{"last_name":"Kornyshova","full_name":"Kornyshova, Elena ","first_name":"Elena "},{"full_name":"Métais, Elisabeth ","first_name":"Elisabeth ","last_name":"Métais"},{"first_name":"Farid ","full_name":"Meziane, Farid ","last_name":"Meziane"}],"publication_status":"published","publication_identifier":{"isbn":["978-3-319-91946-1"]},"project":[{"name":"SFB 901","_id":"1"},{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B1","_id":"9"}],"department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"title":"How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges","place":"Cham, Switzerland","language":[{"iso":"eng"}],"series_title":"Lecture Notes in Computer Science","doi":"10.1007/978-3-319-91947-8_53","date_updated":"2022-01-06T06:55:47Z","volume":10859,"has_accepted_license":"1","status":"public","date_created":"2018-04-13T08:54:56Z","quality_controlled":"1","author":[{"last_name":"Bäumer","id":"38837","first_name":"Frederik Simon","full_name":"Bäumer, Frederik Simon"},{"first_name":"Michaela","full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606","last_name":"Geierhos","id":"42496"}],"publisher":"Springer","publication":"Proceedings of the 23rd International Conference on Natural Language and Information Systems","keyword":["Requirements Extraction","Temporal Reordering of Software Functions","Inaccuracy Compensation"],"file_date_updated":"2018-11-02T16:12:26Z","file":[{"creator":"ups","file_id":"5326","file_size":327508,"relation":"main_file","success":1,"content_type":"application/pdf","date_updated":"2018-11-02T16:12:26Z","file_name":"Bäumer-Geierhos2018_Chapter_HowToDealWithInaccurateService.pdf","date_created":"2018-11-02T16:12:26Z","access_level":"closed"}],"ddc":["000"],"user_id":"477","abstract":[{"text":"The vision of On-The-Fly Computing is an automatic composition\r\nof existing software services. Based on natural language software\r\ndescriptions, end users will receive compositions tailored to their needs.\r\nFor this reason, the quality of the initial software service description\r\nstrongly determines whether a software composition really meets the expectations\r\nof end users. In this paper, we expose open NLP challenges\r\nneeded to be faced for service composition in On-The-Fly Computing.","lang":"eng"}],"year":"2018","type":"book_chapter","citation":{"ieee":"F. S. Bäumer and M. Geierhos, “How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges,” in Proceedings of the 23rd International Conference on Natural Language and Information Systems, vol. 10859, M. Silberztein, F. Atigui, E. Kornyshova, E. Métais, and F. Meziane, Eds. Cham, Switzerland: Springer, 2018, pp. 509–513.","short":"F.S. Bäumer, M. Geierhos, in: M. Silberztein, F. Atigui, E. Kornyshova, E. Métais, F. Meziane (Eds.), Proceedings of the 23rd International Conference on Natural Language and Information Systems, Springer, Cham, Switzerland, 2018, pp. 509–513.","mla":"Bäumer, Frederik Simon, and Michaela Geierhos. “How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges.” Proceedings of the 23rd International Conference on Natural Language and Information Systems, edited by Max Silberztein et al., vol. 10859, Springer, 2018, pp. 509–13, doi:10.1007/978-3-319-91947-8_53.","bibtex":"@inbook{Bäumer_Geierhos_2018, place={Cham, Switzerland}, series={Lecture Notes in Computer Science}, title={How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges}, volume={10859}, DOI={10.1007/978-3-319-91947-8_53}, booktitle={Proceedings of the 23rd International Conference on Natural Language and Information Systems}, publisher={Springer}, author={Bäumer, Frederik Simon and Geierhos, Michaela}, editor={Silberztein, Max and Atigui, Faten and Kornyshova, Elena and Métais, Elisabeth and Meziane, Farid Editors}, year={2018}, pages={509–513}, collection={Lecture Notes in Computer Science} }","chicago":"Bäumer, Frederik Simon, and Michaela Geierhos. “How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges.” In Proceedings of the 23rd International Conference on Natural Language and Information Systems, edited by Max Silberztein, Faten Atigui, Elena Kornyshova, Elisabeth Métais, and Farid Meziane, 10859:509–13. Lecture Notes in Computer Science. Cham, Switzerland: Springer, 2018. https://doi.org/10.1007/978-3-319-91947-8_53.","ama":"Bäumer FS, Geierhos M. How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges. In: Silberztein M, Atigui F, Kornyshova E, Métais E, Meziane F, eds. Proceedings of the 23rd International Conference on Natural Language and Information Systems. Vol 10859. Lecture Notes in Computer Science. Cham, Switzerland: Springer; 2018:509-513. doi:10.1007/978-3-319-91947-8_53","apa":"Bäumer, F. S., & Geierhos, M. (2018). How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges. In M. Silberztein, F. Atigui, E. Kornyshova, E. Métais, & F. Meziane (Eds.), Proceedings of the 23rd International Conference on Natural Language and Information Systems (Vol. 10859, pp. 509–513). Cham, Switzerland: Springer. https://doi.org/10.1007/978-3-319-91947-8_53"},"page":"509-513","intvolume":" 10859","_id":"2322","conference":{"end_date":"2018-06-18","name":"23rd International Conference on Natural Language and Information Systems","start_date":"2018-06-13","location":"Paris, France"}},{"doi":"10.14257/ijast.2018.112.12","date_updated":"2022-01-06T06:55:49Z","language":[{"iso":"eng"}],"title":"Improving Classifiers for Semantic Annotation of Software Requirements with Elaborate Syntactic Structure","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area B","_id":"3"},{"_id":"9","name":"SFB 901 - Subproject B1"}],"publication_identifier":{"issn":["2005-4238"],"eissn":["2207-6360"]},"publication_status":"published","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"intvolume":" 112","_id":"2331","page":"123-136","year":"2018","citation":{"short":"Y. Kim, S. Lee, M. Dollmann, M. Geierhos, International Journal of Advanced Science and Technology 112 (2018) 123–136.","ieee":"Y. Kim, S. Lee, M. Dollmann, and M. Geierhos, “Improving Classifiers for Semantic Annotation of Software Requirements with Elaborate Syntactic Structure,” International Journal of Advanced Science and Technology, vol. 112, pp. 123–136, 2018.","ama":"Kim Y, Lee S, Dollmann M, Geierhos M. Improving Classifiers for Semantic Annotation of Software Requirements with Elaborate Syntactic Structure. International Journal of Advanced Science and Technology. 2018;112:123-136. doi:10.14257/ijast.2018.112.12","apa":"Kim, Y., Lee, S., Dollmann, M., & Geierhos, M. (2018). Improving Classifiers for Semantic Annotation of Software Requirements with Elaborate Syntactic Structure. International Journal of Advanced Science and Technology, 112, 123–136. https://doi.org/10.14257/ijast.2018.112.12","chicago":"Kim, Yeongsu , Seungwoo Lee, Markus Dollmann, and Michaela Geierhos. “Improving Classifiers for Semantic Annotation of Software Requirements with Elaborate Syntactic Structure.” International Journal of Advanced Science and Technology 112 (2018): 123–36. https://doi.org/10.14257/ijast.2018.112.12.","bibtex":"@article{Kim_Lee_Dollmann_Geierhos_2018, title={Improving Classifiers for Semantic Annotation of Software Requirements with Elaborate Syntactic Structure}, volume={112}, DOI={10.14257/ijast.2018.112.12}, journal={International Journal of Advanced Science and Technology}, publisher={SERSC Australia}, author={Kim, Yeongsu and Lee, Seungwoo and Dollmann, Markus and Geierhos, Michaela}, year={2018}, pages={123–136} }","mla":"Kim, Yeongsu, et al. “Improving Classifiers for Semantic Annotation of Software Requirements with Elaborate Syntactic Structure.” International Journal of Advanced Science and Technology, vol. 112, SERSC Australia, 2018, pp. 123–36, doi:10.14257/ijast.2018.112.12."},"type":"journal_article","user_id":"477","ddc":["000"],"abstract":[{"lang":"eng","text":"A user generally writes software requirements in ambiguous and incomplete form by using natural language; therefore, a software developer may have difficulty in clearly understanding what the meanings are. To solve this problem with automation, we propose a classifier for semantic annotation with manually pre-defined semantic categories. To improve our classifier, we carefully designed syntactic features extracted by constituency and dependency parsers. Even with a small dataset and a large number of classes, our proposed classifier records an accuracy of 0.75, which outperforms the previous model, REaCT."}],"article_type":"original","date_created":"2018-04-13T09:19:22Z","status":"public","has_accepted_license":"1","volume":112,"file":[{"file_id":"5297","creator":"ups","file_size":586968,"relation":"main_file","success":1,"date_updated":"2018-11-02T15:16:29Z","content_type":"application/pdf","date_created":"2018-11-02T15:16:29Z","file_name":"12.pdf","access_level":"closed"}],"file_date_updated":"2018-11-02T15:16:29Z","keyword":["Software Engineering","Natural Language Processing","Semantic Annotation","Machine Learning","Feature Engineering","Syntactic Structure"],"publication":"International Journal of Advanced Science and Technology","publisher":"SERSC Australia","quality_controlled":"1","author":[{"full_name":"Kim, Yeongsu ","first_name":"Yeongsu ","last_name":"Kim"},{"first_name":"Seungwoo","full_name":"Lee, Seungwoo","last_name":"Lee"},{"first_name":"Markus","full_name":"Dollmann, Markus","last_name":"Dollmann","id":"27578"},{"last_name":"Geierhos","id":"42496","first_name":"Michaela","orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela"}]},{"page":"559-570","citation":{"bibtex":"@inproceedings{Bäumer_Geierhos_2018, place={Cham, Switzerland}, series={Communications in Computer and Information Science}, title={NLP in OTF Computing: Current Approaches and Open Challenges}, volume={920}, DOI={10.1007/978-3-319-99972-2_46}, booktitle={Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018)}, publisher={Springer}, author={Bäumer, Frederik Simon and Geierhos, Michaela}, editor={Damaševičius, Robertas and Vasiljevienė, GiedrėEditors}, year={2018}, pages={559–570}, collection={Communications in Computer and Information Science} }","mla":"Bäumer, Frederik Simon, and Michaela Geierhos. “NLP in OTF Computing: Current Approaches and Open Challenges.” Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018), edited by Robertas Damaševičius and Giedrė Vasiljevienė, vol. 920, Springer, 2018, pp. 559–70, doi:10.1007/978-3-319-99972-2_46.","chicago":"Bäumer, Frederik Simon, and Michaela Geierhos. “NLP in OTF Computing: Current Approaches and Open Challenges.” In Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018), edited by Robertas Damaševičius and Giedrė Vasiljevienė, 920:559–70. Communications in Computer and Information Science. Cham, Switzerland: Springer, 2018. https://doi.org/10.1007/978-3-319-99972-2_46.","apa":"Bäumer, F. S., & Geierhos, M. (2018). NLP in OTF Computing: Current Approaches and Open Challenges. In R. Damaševičius & G. Vasiljevienė (Eds.), Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018) (Vol. 920, pp. 559–570). Cham, Switzerland: Springer. https://doi.org/10.1007/978-3-319-99972-2_46","ama":"Bäumer FS, Geierhos M. NLP in OTF Computing: Current Approaches and Open Challenges. In: Damaševičius R, Vasiljevienė G, eds. Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018). Vol 920. Communications in Computer and Information Science. Cham, Switzerland: Springer; 2018:559-570. doi:10.1007/978-3-319-99972-2_46","ieee":"F. S. Bäumer and M. Geierhos, “NLP in OTF Computing: Current Approaches and Open Challenges,” in Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018), Vilnius, Lithuania, 2018, vol. 920, pp. 559–570.","short":"F.S. Bäumer, M. Geierhos, in: R. Damaševičius, G. Vasiljevienė (Eds.), Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018), Springer, Cham, Switzerland, 2018, pp. 559–570."},"year":"2018","type":"conference","conference":{"location":"Vilnius, Lithuania","name":"24th International Conference on Information and Software Technologies (ICIST 2018)","start_date":"2018-10-04","end_date":"2018-10-06"},"_id":"4339","intvolume":" 920","volume":920,"date_created":"2018-09-01T08:52:36Z","has_accepted_license":"1","status":"public","file_date_updated":"2019-01-11T11:36:10Z","keyword":["Inaccuracy detection","Natural language software requirements"],"publication":"Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018)","quality_controlled":"1","publisher":"Springer","author":[{"last_name":"Bäumer","id":"38837","first_name":"Frederik Simon","full_name":"Bäumer, Frederik Simon"},{"first_name":"Michaela","full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606","last_name":"Geierhos","id":"42496"}],"file":[{"success":1,"relation":"main_file","content_type":"application/pdf","date_updated":"2019-01-11T11:36:10Z","file_id":"6624","creator":"fbaeumer","file_size":1053017,"access_level":"closed","date_created":"2019-01-11T11:36:10Z","file_name":"baeumer-4315.pdf"}],"ddc":["004"],"user_id":"38837","abstract":[{"text":"On-The-Fly Computing is the vision of covering software needs of end users by fully-automatic compositions of existing software services. End users will receive so-called service compositions tailored to their very individual needs, based on natural language software descriptions. This everyday language may contain inaccuracies and incompleteness, which are well-known challenges in requirements engineering. In addition to existing approaches that try to automatically identify and correct these deficits, there are also new trends to involve users more in the elaboration and refinement process. In this paper, we present the relevant state of the art in the field of automated detection and compensation of multiple inaccuracies in natural language service descriptions and name open challenges needed to be tackled in NL-based software service composition. ","lang":"eng"}],"language":[{"iso":"eng"}],"series_title":"Communications in Computer and Information Science","doi":"10.1007/978-3-319-99972-2_46","date_updated":"2022-01-06T07:00:57Z","publication_identifier":{"isbn":["9783319999715","9783319999722"],"issn":["1865-0929","1865-0937"]},"publication_status":"published","editor":[{"last_name":"Damaševičius","first_name":"Robertas","full_name":"Damaševičius, Robertas"},{"last_name":"Vasiljevienė","first_name":"Giedrė","full_name":"Vasiljevienė, Giedrė"}],"project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area B","_id":"3"},{"name":"SFB 901 - Subproject B1","_id":"9"}],"department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"title":"NLP in OTF Computing: Current Approaches and Open Challenges","place":"Cham, Switzerland"},{"_id":"44","conference":{"start_date":"2018-01-03","name":"51st Hawaii International Conference on System Sciences (HICSS 2018)","location":"Big Island, Waikoloa Village","end_date":"2018-01-06"},"citation":{"bibtex":"@inproceedings{Bäumer_Geierhos_2018, title={Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-based Configuration of Text Analysis Pipelines}, DOI={10125/50609}, booktitle={Proceedings of the 51st Hawaii International Conference on System Sciences}, author={Bäumer, Frederik Simon and Geierhos, Michaela}, year={2018}, pages={5746–5755} }","mla":"Bäumer, Frederik Simon, and Michaela Geierhos. “Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-Based Configuration of Text Analysis Pipelines.” Proceedings of the 51st Hawaii International Conference on System Sciences, 2018, pp. 5746–55, doi:10125/50609.","apa":"Bäumer, F. S., & Geierhos, M. (2018). Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-based Configuration of Text Analysis Pipelines. In Proceedings of the 51st Hawaii International Conference on System Sciences (pp. 5746–5755). Big Island, Waikoloa Village. https://doi.org/10125/50609","ama":"Bäumer FS, Geierhos M. Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-based Configuration of Text Analysis Pipelines. In: Proceedings of the 51st Hawaii International Conference on System Sciences. ; 2018:5746-5755. doi:10125/50609","chicago":"Bäumer, Frederik Simon, and Michaela Geierhos. “Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-Based Configuration of Text Analysis Pipelines.” In Proceedings of the 51st Hawaii International Conference on System Sciences, 5746–55, 2018. https://doi.org/10125/50609.","ieee":"F. S. Bäumer and M. Geierhos, “Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-based Configuration of Text Analysis Pipelines,” in Proceedings of the 51st Hawaii International Conference on System Sciences, Big Island, Waikoloa Village, 2018, pp. 5746–5755.","short":"F.S. Bäumer, M. Geierhos, in: Proceedings of the 51st Hawaii International Conference on System Sciences, 2018, pp. 5746–5755."},"type":"conference","year":"2018","page":"5746-5755","main_file_link":[{"open_access":"1","url":"https://scholarspace.manoa.hawaii.edu/bitstream/10125/50609/1/paper0722.pdf"}],"user_id":"477","ddc":["000"],"abstract":[{"text":"Natural language software requirements descriptions enable end users to formulate their wishes and expectations for a future software product without much prior knowledge in requirements engineering. However, these descriptions are susceptible to linguistic inaccuracies such as ambiguities and incompleteness that can harm the development process. There is a number of software solutions that can detect deficits in requirements descriptions and partially solve them, but they are often hard to use and not suitable for end users. For this reason, we develop a software system that helps end-users to create unambiguous and complete requirements descriptions by combining existing expert tools and controlling them using automatic compensation strategies. In order to recognize the necessity of individual compensation methods in the descriptions, we have developed linguistic indicators, which we present in this paper. Based on these indicators, the whole text analysis pipeline is ad-hoc configured and thus adapted to the individual circumstances of a requirements description.","lang":"eng"}],"status":"public","has_accepted_license":"1","date_created":"2017-10-17T12:40:59Z","file":[{"content_type":"application/pdf","date_updated":"2018-11-02T14:32:35Z","relation":"main_file","success":1,"file_size":753693,"creator":"ups","file_id":"5274","access_level":"closed","file_name":"paper0722.pdf","date_created":"2018-11-02T14:32:35Z"}],"quality_controlled":"1","author":[{"full_name":"Bäumer, Frederik Simon","first_name":"Frederik Simon","id":"38837","last_name":"Bäumer"},{"last_name":"Geierhos","id":"42496","first_name":"Michaela","full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606"}],"publication":"Proceedings of the 51st Hawaii International Conference on System Sciences","keyword":["Software Product Lines: Engineering","Services","and Management","Ambiguities","Incompleteness","Natural Language Processing","Software Requirements"],"file_date_updated":"2018-11-02T14:32:35Z","oa":"1","doi":"10125/50609","date_updated":"2022-01-06T07:01:01Z","language":[{"iso":"eng"}],"title":"Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-based Configuration of Text Analysis Pipelines","project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area B","_id":"3"},{"_id":"9","name":"SFB 901 - Subproject B1"}],"publication_status":"published","publication_identifier":{"isbn":["978-0-9981331-1-9"]},"department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}]},{"user_id":"13929","ddc":["004"],"abstract":[{"lang":"ger","text":"Präzision ist kein Zufall. Sie wird vom Menschen herbeigeführt, indem Übereinstimmung mit einem Standard oder einem akzeptierten Wert angestrebt wird oder die Reproduzierbarkeit von Experimenten möglichst hoch sein muss. Was aber tun, wenn Präzision mangels verfügbarer Informationen nicht hergestellt werden kann? Wie gehen Wissenschaft und Kunst dann mit dieser fehlenden Eindeutigkeit um? Die Autorinnen und Autoren dieses Sammelbandes beleuchten aus der Perspektive ihrer jeweiligen Fachdisziplin die Chancen bei der Berücksichtigung von Unschärfe(n) in ihrer Forschung und Kunst. Denn Unschärfe ist Realität. "}],"date_created":"2018-01-26T14:19:11Z","status":"public","has_accepted_license":"1","file":[{"file_size":1126844,"file_id":"6629","creator":"fbaeumer","content_type":"application/pdf","date_updated":"2019-01-11T15:39:39Z","success":1,"relation":"main_file","date_created":"2019-01-11T15:39:39Z","file_name":"06_Geierhos.pdf","access_level":"closed"}],"publication":"Unschärfe - Der Umgang mit fehlender Eindeutigkeit","file_date_updated":"2019-01-11T15:39:39Z","quality_controlled":"1","author":[{"full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606","first_name":"Michaela","id":"42496","last_name":"Geierhos"}],"publisher":"Ferdinand Schöningh","_id":"1104","page":"111-128","year":"2018","citation":{"mla":"Geierhos, Michaela. “Unschärfe bei der Interpretation natürlichsprachlicher Anforderungsbeschreibungen.” Unschärfe - Der Umgang mit fehlender Eindeutigkeit, edited by Steffen Freitag et al., 1st ed., Ferdinand Schöningh, 2018, pp. 111–28.","bibtex":"@inbook{Geierhos_2018, place={Paderborn, Germany}, edition={1}, series={Nordrhein-Westfälische Akademie der Wissenschaften und der Künste - Junges Kolleg}, title={Unschärfe bei der Interpretation natürlichsprachlicher Anforderungsbeschreibungen}, booktitle={Unschärfe - Der Umgang mit fehlender Eindeutigkeit}, publisher={Ferdinand Schöningh}, author={Geierhos, Michaela}, editor={Freitag, Steffen and Geierhos, Michaela and Asmani, Rozbeh and Haug, Judith I.Editors}, year={2018}, pages={111–128}, collection={Nordrhein-Westfälische Akademie der Wissenschaften und der Künste - Junges Kolleg} }","chicago":"Geierhos, Michaela. “Unschärfe bei der Interpretation natürlichsprachlicher Anforderungsbeschreibungen.” In Unschärfe - Der Umgang mit fehlender Eindeutigkeit, edited by Steffen Freitag, Michaela Geierhos, Rozbeh Asmani, and Judith I. Haug, 1st ed., 111–28. Nordrhein-Westfälische Akademie der Wissenschaften und der Künste - Junges Kolleg. Paderborn, Germany: Ferdinand Schöningh, 2018.","ama":"Geierhos M. Unschärfe bei der Interpretation natürlichsprachlicher Anforderungsbeschreibungen. In: Freitag S, Geierhos M, Asmani R, Haug JI, eds. Unschärfe - Der Umgang mit fehlender Eindeutigkeit. 1st ed. Nordrhein-Westfälische Akademie der Wissenschaften und der Künste - Junges Kolleg. Paderborn, Germany: Ferdinand Schöningh; 2018:111-128.","apa":"Geierhos, M. (2018). Unschärfe bei der Interpretation natürlichsprachlicher Anforderungsbeschreibungen. In S. Freitag, M. Geierhos, R. Asmani, & J. I. Haug (Eds.), Unschärfe - Der Umgang mit fehlender Eindeutigkeit (1st ed., pp. 111–128). Paderborn, Germany: Ferdinand Schöningh.","ieee":"M. Geierhos, “Unschärfe bei der Interpretation natürlichsprachlicher Anforderungsbeschreibungen,” in Unschärfe - Der Umgang mit fehlender Eindeutigkeit, 1st ed., S. Freitag, M. Geierhos, R. Asmani, and J. I. Haug, Eds. Paderborn, Germany: Ferdinand Schöningh, 2018, pp. 111–128.","short":"M. Geierhos, in: S. Freitag, M. Geierhos, R. Asmani, J.I. Haug (Eds.), Unschärfe - Der Umgang mit fehlender Eindeutigkeit, 1st ed., Ferdinand Schöningh, Paderborn, Germany, 2018, pp. 111–128."},"type":"book_chapter","title":"Unschärfe bei der Interpretation natürlichsprachlicher Anforderungsbeschreibungen","place":"Paderborn, Germany","project":[{"_id":"1","name":"SFB 901"},{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B1","_id":"9"}],"publication_status":"published","publication_identifier":{"isbn":["978-3-506-78896-2"]},"editor":[{"last_name":"Freitag","full_name":"Freitag, Steffen","first_name":"Steffen"},{"first_name":"Michaela","full_name":"Geierhos, Michaela","last_name":"Geierhos"},{"first_name":"Rozbeh","full_name":"Asmani, Rozbeh","last_name":"Asmani"},{"full_name":"Haug, Judith I.","first_name":"Judith I.","last_name":"Haug"}],"edition":"1","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"date_updated":"2022-01-06T06:50:56Z","language":[{"iso":"ger"}],"series_title":"Nordrhein-Westfälische Akademie der Wissenschaften und der Künste - Junges Kolleg"},{"status":"public","has_accepted_license":"1","date_created":"2018-03-02T09:22:12Z","volume":2075,"file":[{"date_updated":"2018-11-02T13:52:54Z","content_type":"application/pdf","relation":"main_file","success":1,"file_size":1126820,"creator":"ups","file_id":"5256","access_level":"closed","file_name":"NLP4RE_paper1.pdf","date_created":"2018-11-02T13:52:54Z"}],"quality_controlled":"1","author":[{"full_name":"Bäumer, Frederik Simon","first_name":"Frederik Simon","id":"38837","last_name":"Bäumer"},{"first_name":"Michaela","full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606","last_name":"Geierhos","id":"42496"}],"publisher":"CEUR-WS.org","publication":"Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018)","file_date_updated":"2018-11-02T13:52:54Z","user_id":"477","ddc":["000"],"abstract":[{"lang":"eng","text":"The main idea in On-The-Fly Computing is to automatically compose existing software services according to the wishes of end-users. However, since user requirements are often ambiguous, vague and incomplete, the selection and composition of suitable software services is a challanging task. In this paper, we present our current approach to improve requirement descriptions before they are used for software composition. This procedure is fully automated, but also has limitations, for example, if necessary information is missing. In addition, and in response to the limitations, we provide insights into our above-mentioned current work that combines the existing optimization approach with a\r\nchatbot solution."}],"year":"2018","citation":{"ieee":"F. S. Bäumer and M. Geierhos, “How to Deal with Inaccurate Service Requirements? Insights in Our Current Approach and New Ideas,” in Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), Utrecht, The Netherlands, 2018, vol. 2075.","short":"F.S. Bäumer, M. Geierhos, in: K. Schmid, P. Spoletini, E. Ben Charrada, Y. Chisik, F. Dalpiaz, A. Ferrari, P. Forbrig, X. Franch, M. Kirikova, N. Madhavji, C. Palomares, J. Ralyté, M. Sabetzadeh, P. Sawyer, D. van der Linden, A. Zamansky (Eds.), Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), CEUR-WS.org, 2018.","mla":"Bäumer, Frederik Simon, and Michaela Geierhos. “How to Deal with Inaccurate Service Requirements? Insights in Our Current Approach and New Ideas.” Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), edited by Klaus Schmid et al., vol. 2075, CEUR-WS.org, 2018.","bibtex":"@inproceedings{Bäumer_Geierhos_2018, series={CEUR Workshop Proceedings}, title={How to Deal with Inaccurate Service Requirements? Insights in Our Current Approach and New Ideas}, volume={2075}, booktitle={Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018)}, publisher={CEUR-WS.org}, author={Bäumer, Frederik Simon and Geierhos, Michaela}, editor={Schmid, Klaus and Spoletini, Paola and Ben Charrada, Eya and Chisik, Yoram and Dalpiaz, Fabiano and Ferrari, Alessio and Forbrig, Peter and Franch, Xavier and Kirikova, Marite and Madhavji, Nazim and et al.Editors}, year={2018}, collection={CEUR Workshop Proceedings} }","chicago":"Bäumer, Frederik Simon, and Michaela Geierhos. “How to Deal with Inaccurate Service Requirements? Insights in Our Current Approach and New Ideas.” In Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), edited by Klaus Schmid, Paola Spoletini, Eya Ben Charrada, Yoram Chisik, Fabiano Dalpiaz, Alessio Ferrari, Peter Forbrig, et al., Vol. 2075. CEUR Workshop Proceedings. CEUR-WS.org, 2018.","apa":"Bäumer, F. S., & Geierhos, M. (2018). How to Deal with Inaccurate Service Requirements? Insights in Our Current Approach and New Ideas. In K. Schmid, P. Spoletini, E. Ben Charrada, Y. Chisik, F. Dalpiaz, A. Ferrari, … A. Zamansky (Eds.), Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018) (Vol. 2075). Utrecht, The Netherlands: CEUR-WS.org.","ama":"Bäumer FS, Geierhos M. How to Deal with Inaccurate Service Requirements? Insights in Our Current Approach and New Ideas. In: Schmid K, Spoletini P, Ben Charrada E, et al., eds. Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018). Vol 2075. CEUR Workshop Proceedings. CEUR-WS.org; 2018."},"type":"conference","main_file_link":[{"url":"http://ceur-ws.org/Vol-2075/NLP4RE_paper1.pdf","open_access":"1"}],"_id":"1181","intvolume":" 2075","conference":{"end_date":"2018-03-19","location":"Utrecht, The Netherlands","start_date":"2018-03-19","name":"1st Workshop on Natural Language Processing for Requirements Engineering (NLP4RE)"},"project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area B","_id":"3"},{"_id":"9","name":"SFB 901 - Subproject B1"}],"editor":[{"first_name":"Klaus","full_name":"Schmid, Klaus","last_name":"Schmid"},{"full_name":"Spoletini, Paola","first_name":"Paola","last_name":"Spoletini"},{"last_name":"Ben Charrada","full_name":"Ben Charrada, Eya","first_name":"Eya"},{"last_name":"Chisik","full_name":"Chisik, Yoram","first_name":"Yoram"},{"full_name":"Dalpiaz, Fabiano","first_name":"Fabiano","last_name":"Dalpiaz"},{"last_name":"Ferrari","first_name":"Alessio","full_name":"Ferrari, Alessio"},{"full_name":"Forbrig, Peter","first_name":"Peter","last_name":"Forbrig"},{"last_name":"Franch","full_name":"Franch, Xavier","first_name":"Xavier"},{"first_name":"Marite","full_name":"Kirikova, Marite","last_name":"Kirikova"},{"last_name":"Madhavji","full_name":"Madhavji, Nazim","first_name":"Nazim"},{"first_name":"Cristina","full_name":"Palomares, Cristina","last_name":"Palomares"},{"last_name":"Ralyté","first_name":"Jolita","full_name":"Ralyté, Jolita"},{"full_name":"Sabetzadeh, Mehrdad","first_name":"Mehrdad","last_name":"Sabetzadeh"},{"last_name":"Sawyer","first_name":"Pete","full_name":"Sawyer, Pete"},{"last_name":"van der Linden","first_name":"Dirk","full_name":"van der Linden, Dirk"},{"last_name":"Zamansky","full_name":"Zamansky, Anna","first_name":"Anna"}],"publication_identifier":{"issn":["1613-0073"]},"publication_status":"published","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"title":"How to Deal with Inaccurate Service Requirements? Insights in Our Current Approach and New Ideas","language":[{"iso":"eng"}],"series_title":"CEUR Workshop Proceedings","oa":"1","date_updated":"2022-01-06T06:51:09Z"},{"user_id":"477","ddc":["000"],"abstract":[{"lang":"eng","text":"Natural language requirement descriptions are often unstructured, contradictory and incomplete and are therefore challenging for automatic processing. Although many of these deficits can be compensated by means of Natural Language Processing, there still remain cases where interaction with end-users is necessary for clarification. In this paper, we present our idea of using chatbot technology to establish end-user communication in order to support the automatic compensation of some deficits in natural language requirement descriptions."}],"date_created":"2018-03-02T09:27:12Z","status":"public","has_accepted_license":"1","volume":2075,"file":[{"access_level":"closed","date_created":"2018-11-02T14:36:55Z","file_name":"NLP4RE_paper3.pdf","success":1,"relation":"main_file","date_updated":"2018-11-02T14:36:55Z","content_type":"application/pdf","file_id":"5276","creator":"ups","file_size":530902}],"file_date_updated":"2018-11-02T14:36:55Z","publication":"Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018)","quality_controlled":"1","publisher":"CEUR-WS.org","author":[{"last_name":"Friesen","first_name":"Edwin","full_name":"Friesen, Edwin"},{"last_name":"Bäumer","id":"38837","first_name":"Frederik Simon","full_name":"Bäumer, Frederik Simon"},{"id":"42496","last_name":"Geierhos","full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606","first_name":"Michaela"}],"conference":{"end_date":"2018-03-19","location":"Utrecht, The Netherlands","name":"1st Workshop on Natural Language Processing for Requirements Engineering (NLP4RE)","start_date":"2018-03-19"},"_id":"1182","intvolume":" 2075","year":"2018","type":"conference","citation":{"short":"E. Friesen, F.S. Bäumer, M. Geierhos, in: K. Schmid, P. Spoletini, E. Ben Charrada, Y. Chisik, F. Dalpiaz, A. Ferrari, P. Forbrig, X. Franch, M. Kirikova, N. Madhavji, C. Palomares, J. Ralyté, M. Sabetzadeh, P. Sawyer, D. van der Linden, A. Zamansky (Eds.), Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), CEUR-WS.org, 2018.","ieee":"E. Friesen, F. S. Bäumer, and M. Geierhos, “CORDULA: Software Requirements Extraction Utilizing Chatbot as Communication Interface,” in Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), Utrecht, The Netherlands, 2018, vol. 2075.","apa":"Friesen, E., Bäumer, F. S., & Geierhos, M. (2018). CORDULA: Software Requirements Extraction Utilizing Chatbot as Communication Interface. In K. Schmid, P. Spoletini, E. Ben Charrada, Y. Chisik, F. Dalpiaz, A. Ferrari, … A. Zamansky (Eds.), Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018) (Vol. 2075). Utrecht, The Netherlands: CEUR-WS.org.","ama":"Friesen E, Bäumer FS, Geierhos M. CORDULA: Software Requirements Extraction Utilizing Chatbot as Communication Interface. In: Schmid K, Spoletini P, Ben Charrada E, et al., eds. Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018). Vol 2075. CEUR Workshop Proceedings. CEUR-WS.org; 2018.","chicago":"Friesen, Edwin, Frederik Simon Bäumer, and Michaela Geierhos. “CORDULA: Software Requirements Extraction Utilizing Chatbot as Communication Interface.” In Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), edited by Klaus Schmid, Paola Spoletini, Eya Ben Charrada, Yoram Chisik, Fabiano Dalpiaz, Alessio Ferrari, Peter Forbrig, et al., Vol. 2075. CEUR Workshop Proceedings. CEUR-WS.org, 2018.","mla":"Friesen, Edwin, et al. “CORDULA: Software Requirements Extraction Utilizing Chatbot as Communication Interface.” Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), edited by Klaus Schmid et al., vol. 2075, CEUR-WS.org, 2018.","bibtex":"@inproceedings{Friesen_Bäumer_Geierhos_2018, series={CEUR Workshop Proceedings}, title={CORDULA: Software Requirements Extraction Utilizing Chatbot as Communication Interface}, volume={2075}, booktitle={Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018)}, publisher={CEUR-WS.org}, author={Friesen, Edwin and Bäumer, Frederik Simon and Geierhos, Michaela}, editor={Schmid, Klaus and Spoletini, Paola and Ben Charrada, Eya and Chisik, Yoram and Dalpiaz, Fabiano and Ferrari, Alessio and Forbrig, Peter and Franch, Xavier and Kirikova, Marite and Madhavji, Nazim and et al.Editors}, year={2018}, collection={CEUR Workshop Proceedings} }"},"main_file_link":[{"url":"http://ceur-ws.org/Vol-2075/NLP4RE_paper3.pdf","open_access":"1"}],"title":"CORDULA: Software Requirements Extraction Utilizing Chatbot as Communication Interface","project":[{"_id":"1","name":"SFB 901"},{"_id":"3","name":"SFB 901 - 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Caron, F. S. Bäumer, and M. Geierhos, “Back to Basics: Extracting Software Requirements with a Syntactic Approach,” in Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), Utrecht, The Netherlands, 2018, vol. 2075.","short":"M. Caron, F.S. Bäumer, M. Geierhos, in: K. Schmid, P. Spoletini, E. Ben Charrada, Y. Chisik, F. Dalpiaz, A. Ferrari, P. Forbrig, X. Franch, M. Kirikova, N. Madhavji, C. Palomares, J. Ralyté, M. Sabetzadeh, P. Sawyer, D. van der Linden, A. Zamansky (Eds.), Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), CEUR-WS.org, 2018.","bibtex":"@inproceedings{Caron_Bäumer_Geierhos_2018, series={CEUR Workshop Proceedings}, title={Back to Basics: Extracting Software Requirements with a Syntactic Approach}, volume={2075}, booktitle={Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018)}, publisher={CEUR-WS.org}, author={Caron, Matthew and Bäumer, Frederik Simon and Geierhos, Michaela}, editor={Schmid, Klaus and Spoletini, Paola and Ben Charrada, Eya and Chisik, Yoram and Dalpiaz, Fabiano and Ferrari, Alessio and Forbrig, Peter and Franch, Xavier and Kirikova, Marite and Madhavji, Nazim and et al.Editors}, year={2018}, collection={CEUR Workshop Proceedings} }","mla":"Caron, Matthew, et al. “Back to Basics: Extracting Software Requirements with a Syntactic Approach.” Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), edited by Klaus Schmid et al., vol. 2075, CEUR-WS.org, 2018.","apa":"Caron, M., Bäumer, F. S., & Geierhos, M. (2018). Back to Basics: Extracting Software Requirements with a Syntactic Approach. In K. Schmid, P. Spoletini, E. Ben Charrada, Y. Chisik, F. Dalpiaz, A. Ferrari, … A. Zamansky (Eds.), Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018) (Vol. 2075). Utrecht, The Netherlands: CEUR-WS.org.","ama":"Caron M, Bäumer FS, Geierhos M. Back to Basics: Extracting Software Requirements with a Syntactic Approach. In: Schmid K, Spoletini P, Ben Charrada E, et al., eds. Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018). Vol 2075. CEUR Workshop Proceedings. CEUR-WS.org; 2018.","chicago":"Caron, Matthew, Frederik Simon Bäumer, and Michaela Geierhos. “Back to Basics: Extracting Software Requirements with a Syntactic Approach.” In Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), edited by Klaus Schmid, Paola Spoletini, Eya Ben Charrada, Yoram Chisik, Fabiano Dalpiaz, Alessio Ferrari, Peter Forbrig, et al., Vol. 2075. CEUR Workshop Proceedings. CEUR-WS.org, 2018."},"abstract":[{"lang":"eng","text":"As our world grows in complexity, companies and employees alike need, more than ever before, solutions tailored to their exact needs. Since such tools cannot always be purchased off-the-shelf and need to be designed from the ground up, developers rely on software requirements. In this paper, we present our vision of a syntactic rule-based extraction\r\ntool for software requirements specification documents. In contrast to other methods, our tool will allow stakeholders to express their needs and wishes in unfiltered natural language, which we believe is essential for non-expert users."}],"user_id":"477","ddc":["000"],"file":[{"file_size":254814,"file_id":"5279","creator":"ups","date_updated":"2018-11-02T14:40:58Z","content_type":"application/pdf","success":1,"relation":"main_file","date_created":"2018-11-02T14:40:58Z","file_name":"NLP4RE_paper5.pdf","access_level":"closed"}],"file_date_updated":"2018-11-02T14:40:58Z","publication":"Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018)","publisher":"CEUR-WS.org","quality_controlled":"1","author":[{"first_name":"Matthew","full_name":"Caron, Matthew","last_name":"Caron"},{"id":"38837","last_name":"Bäumer","full_name":"Bäumer, Frederik Simon","first_name":"Frederik Simon"},{"id":"42496","last_name":"Geierhos","full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606","first_name":"Michaela"}],"date_created":"2018-03-02T09:28:59Z","has_accepted_license":"1","status":"public","volume":2075},{"user_id":"82920","title":"Learning to Flip the Bias of News Headlines","author":[{"full_name":"Chen, Wei-Fan","first_name":"Wei-Fan","id":"82920","last_name":"Chen"},{"first_name":"Henning","full_name":"Wachsmuth, Henning","last_name":"Wachsmuth","id":"3900"},{"first_name":"Khalid","full_name":"Al Khatib, Khalid","last_name":"Al Khatib"},{"full_name":"Stein, Benno","first_name":"Benno","last_name":"Stein"}],"publisher":"Association for Computational Linguistics","publication":"Proceedings of the 11th International Conference on Natural Language Generation","department":[{"_id":"600"},{"_id":"568"}],"status":"public","date_created":"2019-07-11T13:13:43Z","project":[{"_id":"1","name":"SFB 901: SFB 901"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"name":"SFB 901 - B1: SFB 901 - Subproject B1","_id":"9"}],"date_updated":"2022-05-09T15:04:38Z","_id":"11710","main_file_link":[{"url":"https://www.aclweb.org/anthology/W18-6509.pdf"}],"language":[{"iso":"eng"}],"citation":{"ieee":"W.-F. Chen, H. Wachsmuth, K. Al Khatib, and B. Stein, “Learning to Flip the Bias of News Headlines,” in Proceedings of the 11th International Conference on Natural Language Generation, 2018, pp. 79–88.","short":"W.-F. Chen, H. Wachsmuth, K. Al Khatib, B. Stein, in: Proceedings of the 11th International Conference on Natural Language Generation, Association for Computational Linguistics, 2018, pp. 79–88.","bibtex":"@inproceedings{Chen_Wachsmuth_Al Khatib_Stein_2018, title={Learning to Flip the Bias of News Headlines}, booktitle={Proceedings of the 11th International Conference on Natural Language Generation}, publisher={Association for Computational Linguistics}, author={Chen, Wei-Fan and Wachsmuth, Henning and Al Khatib, Khalid and Stein, Benno}, year={2018}, pages={79–88} }","mla":"Chen, Wei-Fan, et al. “Learning to Flip the Bias of News Headlines.” Proceedings of the 11th International Conference on Natural Language Generation, Association for Computational Linguistics, 2018, pp. 79–88.","chicago":"Chen, Wei-Fan, Henning Wachsmuth, Khalid Al Khatib, and Benno Stein. “Learning to Flip the Bias of News Headlines.” In Proceedings of the 11th International Conference on Natural Language Generation, 79–88. Association for Computational Linguistics, 2018.","ama":"Chen W-F, Wachsmuth H, Al Khatib K, Stein B. Learning to Flip the Bias of News Headlines. In: Proceedings of the 11th International Conference on Natural Language Generation. Association for Computational Linguistics; 2018:79-88.","apa":"Chen, W.-F., Wachsmuth, H., Al Khatib, K., & Stein, B. (2018). Learning to Flip the Bias of News Headlines. Proceedings of the 11th International Conference on Natural Language Generation, 79–88."},"type":"conference","year":"2018","page":"79-88"},{"title":"A User Study on Snippet Generation: Text Reuse vs. Paraphrases","user_id":"82920","author":[{"last_name":"Chen","id":"82920","first_name":"Wei-Fan","full_name":"Chen, Wei-Fan"},{"full_name":"Hagen, Matthias","first_name":"Matthias","last_name":"Hagen"},{"full_name":"Stein, Benno","first_name":"Benno","last_name":"Stein"},{"last_name":"Potthast","first_name":"Martin","full_name":"Potthast, Martin"}],"publication":"Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval","department":[{"_id":"600"}],"status":"public","project":[{"_id":"1","name":"SFB 901: SFB 901"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"_id":"9","name":"SFB 901 - B1: SFB 901 - Subproject B1"}],"date_created":"2019-11-11T09:51:05Z","date_updated":"2022-05-09T15:04:59Z","_id":"14873","main_file_link":[{"url":"https://dl.acm.org/doi/pdf/10.1145/3209978.3210149"}],"year":"2018","citation":{"ieee":"W.-F. Chen, M. Hagen, B. Stein, and M. Potthast, “A User Study on Snippet Generation: Text Reuse vs. Paraphrases,” in Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018, pp. 1033–1036.","short":"W.-F. Chen, M. Hagen, B. Stein, M. Potthast, in: Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018, pp. 1033–1036.","mla":"Chen, Wei-Fan, et al. “A User Study on Snippet Generation: Text Reuse vs. Paraphrases.” Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018, pp. 1033–36.","bibtex":"@inproceedings{Chen_Hagen_Stein_Potthast_2018, title={A User Study on Snippet Generation: Text Reuse vs. Paraphrases}, booktitle={Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval}, author={Chen, Wei-Fan and Hagen, Matthias and Stein, Benno and Potthast, Martin}, year={2018}, pages={1033–1036} }","apa":"Chen, W.-F., Hagen, M., Stein, B., & Potthast, M. (2018). A User Study on Snippet Generation: Text Reuse vs. Paraphrases. Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 1033–1036.","ama":"Chen W-F, Hagen M, Stein B, Potthast M. A User Study on Snippet Generation: Text Reuse vs. Paraphrases. In: Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval. ; 2018:1033-1036.","chicago":"Chen, Wei-Fan, Matthias Hagen, Benno Stein, and Martin Potthast. “A User Study on Snippet Generation: Text Reuse vs. Paraphrases.” In Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 1033–36, 2018."},"type":"conference","page":"1033-1036","language":[{"iso":"eng"}]},{"date_created":"2019-11-11T12:32:01Z","project":[{"name":"SFB 901: SFB 901","_id":"1"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"_id":"9","name":"SFB 901 - B1: SFB 901 - Subproject B1"}],"status":"public","publication":"Proceedings of the Second International Workshop on Recent Trends in News Information Retrieval","department":[{"_id":"600"}],"author":[{"full_name":"Potthast, Martin","first_name":"Martin","last_name":"Potthast"},{"id":"82920","last_name":"Chen","full_name":"Chen, Wei-Fan","first_name":"Wei-Fan"},{"last_name":"Hagen","full_name":"Hagen, Matthias","first_name":"Matthias"},{"first_name":"Benno","full_name":"Stein, Benno","last_name":"Stein"}],"title":"A Plan for Ancillary Copyright: Original Snippets.","user_id":"82920","page":"3-5","type":"conference","citation":{"short":"M. Potthast, W.-F. Chen, M. Hagen, B. Stein, in: Proceedings of the Second International Workshop on Recent Trends in News Information Retrieval, 2018, pp. 3–5.","ieee":"M. Potthast, W.-F. Chen, M. Hagen, and B. Stein, “A Plan for Ancillary Copyright: Original Snippets.,” in Proceedings of the Second International Workshop on Recent Trends in News Information Retrieval, 2018, pp. 3–5.","ama":"Potthast M, Chen W-F, Hagen M, Stein B. A Plan for Ancillary Copyright: Original Snippets. In: Proceedings of the Second International Workshop on Recent Trends in News Information Retrieval. ; 2018:3-5.","apa":"Potthast, M., Chen, W.-F., Hagen, M., & Stein, B. (2018). A Plan for Ancillary Copyright: Original Snippets. Proceedings of the Second International Workshop on Recent Trends in News Information Retrieval, 3–5.","chicago":"Potthast, Martin, Wei-Fan Chen, Matthias Hagen, and Benno Stein. “A Plan for Ancillary Copyright: Original Snippets.” In Proceedings of the Second International Workshop on Recent Trends in News Information Retrieval, 3–5, 2018.","bibtex":"@inproceedings{Potthast_Chen_Hagen_Stein_2018, title={A Plan for Ancillary Copyright: Original Snippets.}, booktitle={Proceedings of the Second International Workshop on Recent Trends in News Information Retrieval}, author={Potthast, Martin and Chen, Wei-Fan and Hagen, Matthias and Stein, Benno}, year={2018}, pages={3–5} }","mla":"Potthast, Martin, et al. “A Plan for Ancillary Copyright: Original Snippets.” Proceedings of the Second International Workshop on Recent Trends in News Information Retrieval, 2018, pp. 3–5."},"year":"2018","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://webis.de/downloads/publications/papers/stein_2018b.pdf"}],"date_updated":"2022-05-09T15:05:42Z","_id":"14885"},{"language":[{"iso":"eng"}],"date_updated":"2022-01-06T07:04:13Z","edition":"1","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area B","_id":"3"},{"_id":"9","name":"SFB 901 - Subproject B1"}],"editor":[{"full_name":"Christiansen, Henning ","first_name":"Henning ","last_name":"Christiansen"},{"full_name":"Jiménez-López, M. Dolores","first_name":"M. Dolores","last_name":"Jiménez-López"},{"first_name":"Roussanka ","full_name":"Loukanova, Roussanka ","last_name":"Loukanova"},{"first_name":"Lawrence S.","full_name":"Moss, Lawrence S.","last_name":"Moss"}],"publication_status":"published","publication_identifier":{"isbn":["978-1- 4438-7947-7"]},"place":"Newcastle upon Tyne, UK","title":"Guesswork? Resolving Vagueness in User-Generated Software Requirements","type":"book_chapter","citation":{"bibtex":"@inbook{Geierhos_Bäumer_2017, place={Newcastle upon Tyne, UK}, edition={1}, title={Guesswork? Resolving Vagueness in User-Generated Software Requirements}, booktitle={Partiality and Underspecification in Information, Languages, and Knowledge}, publisher={Cambridge Scholars Publishing}, author={Geierhos, Michaela and Bäumer, Frederik Simon}, editor={Christiansen, Henning and Jiménez-López, M. Dolores and Loukanova, Roussanka and Moss, Lawrence S.Editors}, year={2017}, pages={65–108} }","mla":"Geierhos, Michaela, and Frederik Simon Bäumer. “Guesswork? Resolving Vagueness in User-Generated Software Requirements.” Partiality and Underspecification in Information, Languages, and Knowledge, edited by Henning Christiansen et al., 1st ed., Cambridge Scholars Publishing, 2017, pp. 65–108.","ama":"Geierhos M, Bäumer FS. Guesswork? Resolving Vagueness in User-Generated Software Requirements. In: Christiansen H, Jiménez-López MD, Loukanova R, Moss LS, eds. Partiality and Underspecification in Information, Languages, and Knowledge. 1st ed. Newcastle upon Tyne, UK: Cambridge Scholars Publishing; 2017:65-108.","apa":"Geierhos, M., & Bäumer, F. S. (2017). Guesswork? Resolving Vagueness in User-Generated Software Requirements. In H. Christiansen, M. D. Jiménez-López, R. Loukanova, & L. S. Moss (Eds.), Partiality and Underspecification in Information, Languages, and Knowledge (1st ed., pp. 65–108). Newcastle upon Tyne, UK: Cambridge Scholars Publishing.","chicago":"Geierhos, Michaela, and Frederik Simon Bäumer. “Guesswork? Resolving Vagueness in User-Generated Software Requirements.” In Partiality and Underspecification in Information, Languages, and Knowledge, edited by Henning Christiansen, M. Dolores Jiménez-López, Roussanka Loukanova, and Lawrence S. Moss, 1st ed., 65–108. Newcastle upon Tyne, UK: Cambridge Scholars Publishing, 2017.","ieee":"M. Geierhos and F. S. Bäumer, “Guesswork? Resolving Vagueness in User-Generated Software Requirements,” in Partiality and Underspecification in Information, Languages, and Knowledge, 1st ed., H. Christiansen, M. D. Jiménez-López, R. Loukanova, and L. S. Moss, Eds. Newcastle upon Tyne, UK: Cambridge Scholars Publishing, 2017, pp. 65–108.","short":"M. Geierhos, F.S. Bäumer, in: H. Christiansen, M.D. Jiménez-López, R. Loukanova, L.S. Moss (Eds.), Partiality and Underspecification in Information, Languages, and Knowledge, 1st ed., Cambridge Scholars Publishing, Newcastle upon Tyne, UK, 2017, pp. 65–108."},"year":"2017","page":"65-108","_id":"93","file":[{"creator":"fbaeumer","file_id":"6625","file_size":2888473,"relation":"main_file","success":1,"content_type":"application/pdf","date_updated":"2019-01-11T11:43:23Z","file_name":"CSP_Chapter_GeierhosBaeumer.pdf","date_created":"2019-01-11T11:43:23Z","access_level":"closed"}],"author":[{"orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela","first_name":"Michaela","id":"42496","last_name":"Geierhos"},{"first_name":"Frederik Simon","full_name":"Bäumer, Frederik Simon","last_name":"Bäumer","id":"38837"}],"publisher":"Cambridge Scholars Publishing","quality_controlled":"1","file_date_updated":"2019-01-11T11:43:23Z","publication":"Partiality and Underspecification in Information, Languages, and Knowledge","has_accepted_license":"1","status":"public","date_created":"2017-10-17T12:41:09Z","abstract":[{"lang":"eng","text":"In recent years, there has been a proliferation of technological developments that incorporate processing of human language. Hardware and software can be specialized for designated subject areas, and computational devices are designed for a widening variety of applications. At the same time, new areas and applications are emerging by demanding intelligent technology enhanced by the processing of human language. These new applications often perform tasks which handle information, and they have a capacity to reason, using both formal and human language. Many sub-areas of Artificial Intelligence demand integration of Natural Language Processing, at least to some degree. Furthermore, technologies require coverage of known as well as unknown agents, and tasks with potential variations. All of this takes place in environments with unknown factors.\r\nThe book covers theoretical work, advanced applications, approaches, and techniques for computational models of information, reasoning systems, and presentation in language. The book promotes work on intelligent natural language processing and related models of information, thought, reasoning, and other cognitive processes. The topics covered by the chapters prompt further research and developments of advanced systems in the areas of logic, computability, computational linguistics, cognitive science, neuroscience of language, robotics, and artificial intelligence, among others."}],"user_id":"38837","ddc":["004"]},{"page":"19-25","citation":{"ieee":"F. S. Bäumer, M. Dollmann, and M. Geierhos, “Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements,” in Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics, Paderborn, Germany, 2017, pp. 19–25.","short":"F.S. Bäumer, M. Dollmann, M. Geierhos, in: F. Sarro, E. Shihab, M. Nagappan, M.C. Platenius, D. Kaimann (Eds.), Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics, ACM, New York, NY, USA, 2017, pp. 19–25.","mla":"Bäumer, Frederik Simon, et al. “Studying Software Descriptions in SourceForge and App Stores for a Better Understanding of Real-Life Requirements.” Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics, edited by Federica Sarro et al., ACM, 2017, pp. 19–25, doi:10.1145/3121264.3121269.","bibtex":"@inproceedings{Bäumer_Dollmann_Geierhos_2017, place={New York, NY, USA}, title={Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements}, DOI={10.1145/3121264.3121269}, booktitle={Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics}, publisher={ACM}, author={Bäumer, Frederik Simon and Dollmann, Markus and Geierhos, Michaela}, editor={Sarro, Federica and Shihab, Emad and Nagappan, Meiyappan and Platenius, Marie Christin and Kaimann, DanielEditors}, year={2017}, pages={19–25} }","ama":"Bäumer FS, Dollmann M, Geierhos M. Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements. In: Sarro F, Shihab E, Nagappan M, Platenius MC, Kaimann D, eds. Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics. New York, NY, USA: ACM; 2017:19-25. doi:10.1145/3121264.3121269","apa":"Bäumer, F. S., Dollmann, M., & Geierhos, M. (2017). Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements. In F. Sarro, E. Shihab, M. Nagappan, M. C. Platenius, & D. Kaimann (Eds.), Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics (pp. 19–25). New York, NY, USA: ACM. https://doi.org/10.1145/3121264.3121269","chicago":"Bäumer, Frederik Simon, Markus Dollmann, and Michaela Geierhos. “Studying Software Descriptions in SourceForge and App Stores for a Better Understanding of Real-Life Requirements.” In Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics, edited by Federica Sarro, Emad Shihab, Meiyappan Nagappan, Marie Christin Platenius, and Daniel Kaimann, 19–25. New York, NY, USA: ACM, 2017. https://doi.org/10.1145/3121264.3121269."},"year":"2017","type":"conference","conference":{"location":"Paderborn, Germany","start_date":"2017-09-05","name":"2nd ACM SIGSOFT International Workshop on App Market Analytics","end_date":"2017-09-05"},"_id":"57","publication":"Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics","file_date_updated":"2018-11-02T14:27:00Z","quality_controlled":"1","author":[{"first_name":"Frederik Simon","full_name":"Bäumer, Frederik Simon","last_name":"Bäumer","id":"38837"},{"full_name":"Dollmann, Markus","first_name":"Markus","id":"27578","last_name":"Dollmann"},{"first_name":"Michaela","orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela","last_name":"Geierhos","id":"42496"}],"publisher":"ACM","file":[{"date_created":"2018-11-02T14:27:00Z","file_name":"fsews17wama-wamamainid5.pdf","access_level":"closed","creator":"ups","file_id":"5272","file_size":1546837,"success":1,"relation":"main_file","date_updated":"2018-11-02T14:27:00Z","content_type":"application/pdf"}],"date_created":"2017-10-17T12:41:02Z","has_accepted_license":"1","status":"public","abstract":[{"lang":"eng","text":"Users prefer natural language software requirements because of their usability and accessibility. Many approaches exist to elaborate these requirements and to support the users during the elicitation process. But there is a lack of adequate resources, which are needed to train and evaluate approaches for requirement refinement. We are trying to close this gap by using online available software descriptions from SourceForge and app stores. Thus, we present two real-life requirements collections based on online-available software descriptions. Our goal is to show the domain-specific characteristics of content words describing functional requirements. On the one hand, we created a semantic role-labeled requirements set, which we use for requirements classification. On the other hand, we enriched software descriptions with linguistic features and dependencies to provide evidence for the context-awareness of software functionalities. "}],"ddc":["000"],"user_id":"477","language":[{"iso":"eng"}],"date_updated":"2022-01-06T07:02:36Z","doi":"10.1145/3121264.3121269","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"publication_status":"published","publication_identifier":{"isbn":["978-1-4503-5158-4"]},"editor":[{"full_name":"Sarro, Federica ","first_name":"Federica ","last_name":"Sarro"},{"last_name":"Shihab","full_name":"Shihab, Emad ","first_name":"Emad "},{"full_name":"Nagappan, Meiyappan ","first_name":"Meiyappan ","last_name":"Nagappan"},{"last_name":"Platenius","full_name":"Platenius, Marie Christin","first_name":"Marie Christin"},{"last_name":"Kaimann","full_name":"Kaimann, Daniel","first_name":"Daniel"}],"project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area B","_id":"3"},{"_id":"9","name":"SFB 901 - Subproject B1"}],"place":"New York, NY, USA","title":"Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements"},{"status":"public","has_accepted_license":"1","date_created":"2017-10-17T12:41:07Z","project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Subprojekt B1","_id":"9"},{"_id":"3","name":"SFB 901 - Project Area B"}],"file":[{"file_id":"1573","creator":"florida","file_size":200998,"relation":"main_file","success":1,"date_updated":"2018-03-21T13:13:41Z","content_type":"application/pdf","file_name":"84-paper_04.pdf","date_created":"2018-03-21T13:13:41Z","access_level":"closed"}],"author":[{"last_name":"Platenius","first_name":"Marie Christin","full_name":"Platenius, Marie Christin"},{"last_name":"Arifulina","first_name":"Svetlana","full_name":"Arifulina, Svetlana"},{"last_name":"Schäfer","first_name":"Wilhelm","full_name":"Schäfer, Wilhelm"}],"file_date_updated":"2018-03-21T13:13:41Z","publication":"Tagungsband Software Engineering","user_id":"15504","ddc":["040"],"title":"MatchBox: A Framework for Dynamic Configuration of Service Matching Processes (Extended Abstract)","abstract":[{"text":"The increasing popularity of paradigms like service-oriented computing and cloud com-puting is leading to a growing amount of service providers offering software componentsin the form of deployed, ready-to-use services (Software as a Service, SaaS) [14, 20].In order to discover and select software services, intermediaries apply service matchingapproaches for determining whether the specification of a provided service satisfies therequester’s requirements. There are already lots of different service matching approachesconsidering different service properties (structural, behavioral, and non-functional proper-ties). However, each of these approaches alone is not enough to provide a high matchingresult quality (e.g., accurate matching results) [BOR04].Thus, such approaches should be combined into a more holistic approach leading to moreaccurate matching results. However, this combination is a manual, error-prone procedurewhere many design decisions are made. Furthermore, this procedure has to be repeatedfrequently depending on the context, e.g., to consider different requesters or markets.","lang":"eng"}],"citation":{"apa":"Platenius, M. C., Arifulina, S., & Schäfer, W. (2017). MatchBox: A Framework for Dynamic Configuration of Service Matching Processes (Extended Abstract). In Tagungsband Software Engineering (pp. 81--82).","ama":"Platenius MC, Arifulina S, Schäfer W. MatchBox: A Framework for Dynamic Configuration of Service Matching Processes (Extended Abstract). In: Tagungsband Software Engineering. Lecture Notes in Informatics (LNI). ; 2017:81--82.","chicago":"Platenius, Marie Christin, Svetlana Arifulina, and Wilhelm Schäfer. “MatchBox: A Framework for Dynamic Configuration of Service Matching Processes (Extended Abstract).” In Tagungsband Software Engineering, 81--82. Lecture Notes in Informatics (LNI), 2017.","mla":"Platenius, Marie Christin, et al. “MatchBox: A Framework for Dynamic Configuration of Service Matching Processes (Extended Abstract).” Tagungsband Software Engineering, 2017, pp. 81--82.","bibtex":"@inproceedings{Platenius_Arifulina_Schäfer_2017, series={Lecture Notes in Informatics (LNI)}, title={MatchBox: A Framework for Dynamic Configuration of Service Matching Processes (Extended Abstract)}, booktitle={Tagungsband Software Engineering}, author={Platenius, Marie Christin and Arifulina, Svetlana and Schäfer, Wilhelm}, year={2017}, pages={81--82}, collection={Lecture Notes in Informatics (LNI)} }","short":"M.C. Platenius, S. Arifulina, W. Schäfer, in: Tagungsband Software Engineering, 2017, pp. 81--82.","ieee":"M. C. Platenius, S. Arifulina, and W. Schäfer, “MatchBox: A Framework for Dynamic Configuration of Service Matching Processes (Extended Abstract),” in Tagungsband Software Engineering, 2017, pp. 81--82."},"year":"2017","type":"conference","page":"81--82","series_title":"Lecture Notes in Informatics (LNI)","date_updated":"2022-01-06T07:03:54Z","_id":"84"},{"department":[{"_id":"36"},{"_id":"1"},{"_id":"579"},{"_id":"34"},{"_id":"7"},{"_id":"66"},{"_id":"238"},{"_id":"63"}],"publication_status":"published","publication_identifier":{"isbn":["978-1-5386-3489-9"],"eisbn":["978-1-5386-3488-2 "]},"project":[{"_id":"1","name":"SFB 901"},{"_id":"9","name":"SFB 901 - Subprojekt B1"},{"name":"SFB 901 - Project Area B","_id":"3"}],"place":"Piscataway, NJ, USA","title":"From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process","language":[{"iso":"eng"}],"date_updated":"2022-01-06T07:04:18Z","doi":"10.1109/REW.2017.26","publication":"2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)","file_date_updated":"2018-11-02T14:50:35Z","keyword":["Software","Unified modeling language","Requirements engineering","Ontologies","Search problems","Natural languages"],"publisher":"IEEE","author":[{"id":"58843","last_name":"van Rooijen","full_name":"van Rooijen, Lorijn","first_name":"Lorijn"},{"first_name":"Frederik Simon","full_name":"Bäumer, Frederik Simon","last_name":"Bäumer","id":"38837"},{"first_name":"Marie Christin","full_name":"Platenius, Marie Christin","last_name":"Platenius"},{"last_name":"Geierhos","id":"42496","first_name":"Michaela","orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela"},{"last_name":"Hamann","first_name":"Heiko","full_name":"Hamann, Heiko"},{"id":"107","last_name":"Engels","full_name":"Engels, Gregor","first_name":"Gregor"}],"quality_controlled":"1","file":[{"file_size":433613,"file_id":"5285","creator":"ups","date_updated":"2018-11-02T14:50:35Z","content_type":"application/pdf","success":1,"relation":"main_file","date_created":"2018-11-02T14:50:35Z","file_name":"08054881.pdf","access_level":"closed"}],"date_created":"2017-10-17T12:41:10Z","status":"public","has_accepted_license":"1","abstract":[{"text":"Bridging the gap between informal, imprecise, and vague user requirements descriptions and precise formalized specifications is the main task of requirements engineering. Techniques such as interviews or story telling are used when requirements engineers try to identify a user's needs. The requirements specification process is typically done in a dialogue between users, domain experts, and requirements engineers. In our research, we aim at automating the specification of requirements. The idea is to distinguish between untrained users and trained users, and to exploit domain knowledge learned from previous runs of our system. We let untrained users provide unstructured natural language descriptions, while we allow trained users to provide examples of behavioral descriptions. In both cases, our goal is to synthesize formal requirements models similar to statecharts. From requirements specification processes with trained users, behavioral ontologies are learned which are later used to support the requirements specification process for untrained users. Our research method is original in combining natural language processing and search-based techniques for the synthesis of requirements specifications. Our work is embedded in a larger project that aims at automating the whole software development and deployment process in envisioned future software service markets.","lang":"eng"}],"ddc":["000"],"user_id":"57458","page":"379-385","year":"2017","citation":{"ieee":"L. van Rooijen, F. S. Bäumer, M. C. Platenius, M. Geierhos, H. Hamann, and G. Engels, “From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process,” in 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW), Lisbon, Portugal, 2017, pp. 379–385.","short":"L. van Rooijen, F.S. Bäumer, M.C. Platenius, M. Geierhos, H. Hamann, G. Engels, in: 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW), IEEE, Piscataway, NJ, USA, 2017, pp. 379–385.","bibtex":"@inproceedings{van Rooijen_Bäumer_Platenius_Geierhos_Hamann_Engels_2017, place={Piscataway, NJ, USA}, title={From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process}, DOI={10.1109/REW.2017.26}, booktitle={2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)}, publisher={IEEE}, author={van Rooijen, Lorijn and Bäumer, Frederik Simon and Platenius, Marie Christin and Geierhos, Michaela and Hamann, Heiko and Engels, Gregor}, year={2017}, pages={379–385} }","mla":"van Rooijen, Lorijn, et al. “From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process.” 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW), IEEE, 2017, pp. 379–85, doi:10.1109/REW.2017.26.","ama":"van Rooijen L, Bäumer FS, Platenius MC, Geierhos M, Hamann H, Engels G. From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process. In: 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW). Piscataway, NJ, USA: IEEE; 2017:379-385. doi:10.1109/REW.2017.26","apa":"van Rooijen, L., Bäumer, F. S., Platenius, M. C., Geierhos, M., Hamann, H., & Engels, G. (2017). From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process. In 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW) (pp. 379–385). Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/REW.2017.26","chicago":"Rooijen, Lorijn van, Frederik Simon Bäumer, Marie Christin Platenius, Michaela Geierhos, Heiko Hamann, and Gregor Engels. “From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process.” In 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW), 379–85. Piscataway, NJ, USA: IEEE, 2017. https://doi.org/10.1109/REW.2017.26."},"type":"conference","conference":{"location":"Lisbon, Portugal","start_date":"2017-09-04","name":"2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)","end_date":"2017-09-08"},"_id":"97"},{"page":"484--491","type":"conference","year":"2017","citation":{"short":"S. Schwichtenberg, C. Gerth, G. Engels, in: Proceedings of the 24th IEEE International Conference on Web Services (ICWS), 2017, pp. 484--491.","ieee":"S. Schwichtenberg, C. Gerth, and G. Engels, “From Open API to Semantic Specifications and Code Adapters,” in Proceedings of the 24th IEEE International Conference on Web Services (ICWS), 2017, pp. 484--491.","chicago":"Schwichtenberg, Simon, Christian Gerth, and Gregor Engels. “From Open API to Semantic Specifications and Code Adapters.” In Proceedings of the 24th IEEE International Conference on Web Services (ICWS), 484--491, 2017.","apa":"Schwichtenberg, S., Gerth, C., & Engels, G. (2017). From Open API to Semantic Specifications and Code Adapters. In Proceedings of the 24th IEEE International Conference on Web Services (ICWS) (pp. 484--491).","ama":"Schwichtenberg S, Gerth C, Engels G. From Open API to Semantic Specifications and Code Adapters. In: Proceedings of the 24th IEEE International Conference on Web Services (ICWS). ; 2017:484--491.","mla":"Schwichtenberg, Simon, et al. “From Open API to Semantic Specifications and Code Adapters.” Proceedings of the 24th IEEE International Conference on Web Services (ICWS), 2017, pp. 484--491.","bibtex":"@inproceedings{Schwichtenberg_Gerth_Engels_2017, title={From Open API to Semantic Specifications and Code Adapters}, booktitle={Proceedings of the 24th IEEE International Conference on Web Services (ICWS)}, author={Schwichtenberg, Simon and Gerth, Christian and Engels, Gregor}, year={2017}, pages={484--491} }"},"language":[{"iso":"eng"}],"_id":"98","date_updated":"2022-01-06T07:04:21Z","project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Subprojekt B1","_id":"9"},{"_id":"3","name":"SFB 901 - Project Area B"}],"date_created":"2017-10-17T12:41:10Z","has_accepted_license":"1","status":"public","publication":"Proceedings of the 24th IEEE International Conference on Web Services (ICWS)","file_date_updated":"2019-01-11T10:40:48Z","author":[{"first_name":"Simon","full_name":"Schwichtenberg, Simon","last_name":"Schwichtenberg","id":"13235"},{"first_name":"Christian","full_name":"Gerth, Christian","last_name":"Gerth"},{"last_name":"Engels","id":"107","first_name":"Gregor","full_name":"Engels, Gregor"}],"file":[{"file_name":"08029798.pdf","date_created":"2019-01-11T10:40:48Z","access_level":"closed","file_id":"6622","creator":"ups","file_size":1425640,"success":1,"relation":"main_file","content_type":"application/pdf","date_updated":"2019-01-11T10:40:48Z"}],"title":"From Open API to Semantic Specifications and Code Adapters","ddc":["000"],"user_id":"477","abstract":[{"lang":"eng","text":"Today, modern IT-systems are often an interplay of third-party web services. Developers in their role as requesters integrate existing services of different providers into new IT-systems. Providers use frameworks like Open API to create syntactic service specifications from which requesters generate code to integrate services. Proper service discovery is crucial to identify usable services in the growing plethora of third-party services. Most advanced service discovery approaches rely on semantic specifications, e.g., OWL-S. While semantic specification is crucial for a precise discovery, syntactical specification is needed for service invocation. To close the gap between semantic and syntactic specifications, service grounding establishes links between the semantic and syntactic specifications. However, for a large number of web services still no semantic specification or grounding exists. In this paper, we present an approach that semi-automates the semantic specification of web services for service providers and additionally helps service requesters to leverage semantic web services. Our approach enables a higher degree of automation than other approaches. This includes the creation of semantic specifications and service groundings for service providers as well as the integration of services for requesters by using our code generator. As proof-of-concept, we provide a case study, where we derive a sophisticated semantic OWL-S specification from a syntactic Open API specification."}]},{"article_type":"original","abstract":[{"lang":"eng","text":"An end user generally writes down software requirements in ambiguous expressions using natural language; hence, a software developer attuned to programming language finds it difficult to understand th meaning of the requirements. To solve this problem we define semantic categories for disambiguation and classify/annotate the requirement into the categories by using machine-learning models. We extensively use a language frame closely related to such categories for designing features to overcome the problem of insufficient training data compare to the large number of classes. Our proposed model obtained a micro-average F1-score of 0.75, outperforming the previous model, REaCT."}],"user_id":"477","ddc":["000"],"file":[{"file_size":244655,"file_id":"6196","creator":"ups","date_updated":"2018-12-12T15:30:59Z","content_type":"application/pdf","relation":"main_file","success":1,"date_created":"2018-12-12T15:30:59Z","file_name":"Semantic_Annotation_of_Software_Requirements.pdf","access_level":"closed"}],"publisher":"Global Vision School Publication","author":[{"last_name":"Kim","full_name":"Kim, Yeong-Su","first_name":"Yeong-Su"},{"first_name":"Seung-Woo ","full_name":"Lee, Seung-Woo ","last_name":"Lee"},{"full_name":"Dollmann, Markus","first_name":"Markus","id":"27578","last_name":"Dollmann"},{"id":"42496","last_name":"Geierhos","orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela","first_name":"Michaela"}],"quality_controlled":"1","keyword":["Natural Language Processing","Semantic Annotation","Machine Learning"],"publication":"International Journal of Software Engineering for Smart Device","file_date_updated":"2018-12-12T15:30:59Z","has_accepted_license":"1","status":"public","date_created":"2018-01-25T15:23:15Z","volume":4,"_id":"1098","intvolume":" 4","issue":"2","citation":{"chicago":"Kim, Yeong-Su, Seung-Woo Lee, Markus Dollmann, and Michaela Geierhos. “Semantic Annotation of Software Requirements with Language Frame.” International Journal of Software Engineering for Smart Device 4, no. 2 (2017): 1–6.","apa":"Kim, Y.-S., Lee, S.-W., Dollmann, M., & Geierhos, M. (2017). Semantic Annotation of Software Requirements with Language Frame. International Journal of Software Engineering for Smart Device, 4(2), 1–6.","ama":"Kim Y-S, Lee S-W, Dollmann M, Geierhos M. Semantic Annotation of Software Requirements with Language Frame. International Journal of Software Engineering for Smart Device. 2017;4(2):1-6.","mla":"Kim, Yeong-Su, et al. “Semantic Annotation of Software Requirements with Language Frame.” International Journal of Software Engineering for Smart Device, vol. 4, no. 2, Global Vision School Publication, 2017, pp. 1–6.","bibtex":"@article{Kim_Lee_Dollmann_Geierhos_2017, title={Semantic Annotation of Software Requirements with Language Frame}, volume={4}, number={2}, journal={International Journal of Software Engineering for Smart Device}, publisher={Global Vision School Publication}, author={Kim, Yeong-Su and Lee, Seung-Woo and Dollmann, Markus and Geierhos, Michaela}, year={2017}, pages={1–6} }","short":"Y.-S. Kim, S.-W. Lee, M. Dollmann, M. Geierhos, International Journal of Software Engineering for Smart Device 4 (2017) 1–6.","ieee":"Y.-S. Kim, S.-W. Lee, M. Dollmann, and M. Geierhos, “Semantic Annotation of Software Requirements with Language Frame,” International Journal of Software Engineering for Smart Device, vol. 4, no. 2, pp. 1–6, 2017."},"year":"2017","type":"journal_article","page":"1-6","title":"Semantic Annotation of Software Requirements with Language Frame","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"project":[{"name":"SFB 901","_id":"1"},{"_id":"3","name":"SFB 901 - Project Area B"},{"_id":"9","name":"SFB 901 - Subproject B1"}],"publication_identifier":{"issn":["2205-8494"]},"publication_status":"published","date_updated":"2022-01-06T06:50:55Z","language":[{"iso":"eng"}]},{"language":[{"iso":"eng"}],"doi":"10.1145/3071178.3071258","date_updated":"2022-01-06T06:51:15Z","project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Subproject B1","_id":"9"},{"_id":"3","name":"SFB 901 - Project Area B"}],"department":[{"_id":"66"}],"title":"Active Coevolutionary Learning of Requirements Specifications from Examples","page":"1327--1334","citation":{"ieee":"M. D. Wever, L. van Rooijen, and H. Hamann, “Active Coevolutionary Learning of Requirements Specifications from Examples,” in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 2017, pp. 1327--1334.","short":"M.D. Wever, L. van Rooijen, H. Hamann, in: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 2017, pp. 1327--1334.","bibtex":"@inproceedings{Wever_van Rooijen_Hamann_2017, title={Active Coevolutionary Learning of Requirements Specifications from Examples}, DOI={10.1145/3071178.3071258}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)}, author={Wever, Marcel Dominik and van Rooijen, Lorijn and Hamann, Heiko}, year={2017}, pages={1327--1334} }","mla":"Wever, Marcel Dominik, et al. “Active Coevolutionary Learning of Requirements Specifications from Examples.” Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 2017, pp. 1327--1334, doi:10.1145/3071178.3071258.","chicago":"Wever, Marcel Dominik, Lorijn van Rooijen, and Heiko Hamann. “Active Coevolutionary Learning of Requirements Specifications from Examples.” In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 1327--1334, 2017. https://doi.org/10.1145/3071178.3071258.","apa":"Wever, M. D., van Rooijen, L., & Hamann, H. (2017). Active Coevolutionary Learning of Requirements Specifications from Examples. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO) (pp. 1327--1334). https://doi.org/10.1145/3071178.3071258","ama":"Wever MD, van Rooijen L, Hamann H. Active Coevolutionary Learning of Requirements Specifications from Examples. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO). ; 2017:1327--1334. doi:10.1145/3071178.3071258"},"year":"2017","type":"conference","_id":"120","date_created":"2017-10-17T12:41:15Z","has_accepted_license":"1","status":"public","file":[{"file_name":"p1327-wever.pdf","date_created":"2018-11-02T15:00:35Z","access_level":"closed","file_size":1092021,"file_id":"5290","creator":"ups","date_updated":"2018-11-02T15:00:35Z","content_type":"application/pdf","success":1,"relation":"main_file"}],"file_date_updated":"2018-11-02T15:00:35Z","publication":"Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)","author":[{"id":"33176","last_name":"Wever","orcid":" https://orcid.org/0000-0001-9782-6818","full_name":"Wever, Marcel Dominik","first_name":"Marcel Dominik"},{"id":"58843","last_name":"van Rooijen","full_name":"van Rooijen, Lorijn","first_name":"Lorijn"},{"first_name":"Heiko","full_name":"Hamann, Heiko","last_name":"Hamann"}],"user_id":"477","ddc":["000"],"abstract":[{"lang":"eng","text":"Within software engineering, requirements engineering starts from imprecise and vague user requirements descriptions and infers precise, formalized specifications. Techniques, such as interviewing by requirements engineers, are typically applied to identify the user’s needs. We want to partially automate even this first step of requirements elicitation by methods of evolutionary computation. The idea is to enable users to specify their desired software by listing examples of behavioral descriptions. Users initially specify two lists of operation sequences, one with desired behaviors and one with forbidden behaviors. Then, we search for the appropriate formal software specification in the form of a deterministic finite automaton. We solve this problem known as grammatical inference with an active coevolutionary approach following Bongard and Lipson [2]. The coevolutionary process alternates between two phases: (A) additional training data is actively proposed by an evolutionary process and the user is interactively asked to label it; (B) appropriate automata are then evolved to solve this extended grammatical inference problem. Our approach leverages multi-objective evolution in both phases and outperforms the state-of-the-art technique [2] for input alphabet sizes of three and more, which are relevant to our problem domain of requirements specification."}]},{"department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area B","_id":"3"},{"name":"SFB 901 - Subproject B1","_id":"9"}],"publication_status":"published","place":"Austin, TX, USA","title":"On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:53:15Z","oa":"1","file":[{"creator":"florida","file_id":"1535","file_size":259495,"relation":"main_file","success":1,"date_updated":"2018-03-21T12:33:48Z","content_type":"application/pdf","date_created":"2018-03-21T12:33:48Z","file_name":"176-D16-1186.pdf","access_level":"closed"}],"author":[{"first_name":"Markus","full_name":"Dollmann, Markus","last_name":"Dollmann","id":"27578"},{"first_name":"Michaela","full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606","last_name":"Geierhos","id":"42496"}],"quality_controlled":"1","publisher":"Association for Computational Linguistics (ACL)","file_date_updated":"2018-03-21T12:33:48Z","publication":"Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP)","has_accepted_license":"1","status":"public","date_created":"2017-10-17T12:41:26Z","abstract":[{"text":"Users prefer natural language software requirements because of their usability and accessibility. When they describe their wishes for software development, they often provide off-topic information. We therefore present an automated approach for identifying and semantically annotating the on-topic parts of the given descriptions. It is designed to support requirement engineers in the requirement elicitation process on detecting and analyzing requirements in user-generated content. Since no lexical resources with domain-specific information about requirements are available, we created a corpus of requirements written in controlled language by instructed users and uncontrolled language by uninstructed users. We annotated these requirements regarding predicate-argument structures, conditions, priorities, motivations and semantic roles and used this information to train classifiers for information extraction purposes. The approach achieves an accuracy of 92% for the on- and off-topic classification task and an F1-measure of 72% for the semantic annotation.","lang":"eng"}],"user_id":"15504","ddc":["040"],"main_file_link":[{"open_access":"1","url":"https://www.aclweb.org/anthology/D16-1186"}],"citation":{"short":"M. Dollmann, M. Geierhos, in: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP), Association for Computational Linguistics (ACL), Austin, TX, USA, 2016, pp. 1807–1816.","ieee":"M. Dollmann and M. Geierhos, “On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements,” in Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP), Austin, TX, USA, 2016, pp. 1807–1816.","chicago":"Dollmann, Markus, and Michaela Geierhos. “On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements.” In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP), 1807–16. Austin, TX, USA: Association for Computational Linguistics (ACL), 2016.","apa":"Dollmann, M., & Geierhos, M. (2016). On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements. In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP) (pp. 1807–1816). Austin, TX, USA: Association for Computational Linguistics (ACL).","ama":"Dollmann M, Geierhos M. On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements. In: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP). Austin, TX, USA: Association for Computational Linguistics (ACL); 2016:1807-1816.","bibtex":"@inproceedings{Dollmann_Geierhos_2016, place={Austin, TX, USA}, title={On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements}, booktitle={Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP)}, publisher={Association for Computational Linguistics (ACL)}, author={Dollmann, Markus and Geierhos, Michaela}, year={2016}, pages={1807–1816} }","mla":"Dollmann, Markus, and Michaela Geierhos. “On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements.” Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP), Association for Computational Linguistics (ACL), 2016, pp. 1807–16."},"year":"2016","type":"conference","page":"1807-1816","_id":"176","conference":{"end_date":"2016-11-05","location":"Austin, TX, USA","name":"Conference on Empirical Methods in Natural Language Processing (EMNLP 2016)","start_date":"2016-11-01"}},{"type":"journal_article","year":"2016","citation":{"ieee":"M. C. Platenius, A. Shaker, M. Becker, E. Hüllermeier, and W. Schäfer, “Imprecise Matching of Requirements Specifications for Software Services using Fuzzy Logic,” IEEE Transactions on Software Engineering (TSE), presented at ICSE 2017, no. 8, pp. 739–759, 2016.","short":"M.C. Platenius, A. Shaker, M. Becker, E. Hüllermeier, W. Schäfer, IEEE Transactions on Software Engineering (TSE), Presented at ICSE 2017 (2016) 739–759.","bibtex":"@article{Platenius_Shaker_Becker_Hüllermeier_Schäfer_2016, title={Imprecise Matching of Requirements Specifications for Software Services using Fuzzy Logic}, DOI={10.1109/TSE.2016.2632115}, number={8}, journal={IEEE Transactions on Software Engineering (TSE), presented at ICSE 2017}, publisher={IEEE}, author={Platenius, Marie Christin and Shaker, Ammar and Becker, Matthias and Hüllermeier, Eyke and Schäfer, Wilhelm}, year={2016}, pages={739–759} }","mla":"Platenius, Marie Christin, et al. “Imprecise Matching of Requirements Specifications for Software Services Using Fuzzy Logic.” IEEE Transactions on Software Engineering (TSE), Presented at ICSE 2017, no. 8, IEEE, 2016, pp. 739–59, doi:10.1109/TSE.2016.2632115.","chicago":"Platenius, Marie Christin, Ammar Shaker, Matthias Becker, Eyke Hüllermeier, and Wilhelm Schäfer. “Imprecise Matching of Requirements Specifications for Software Services Using Fuzzy Logic.” IEEE Transactions on Software Engineering (TSE), Presented at ICSE 2017, no. 8 (2016): 739–59. https://doi.org/10.1109/TSE.2016.2632115.","apa":"Platenius, M. C., Shaker, A., Becker, M., Hüllermeier, E., & Schäfer, W. (2016). Imprecise Matching of Requirements Specifications for Software Services using Fuzzy Logic. IEEE Transactions on Software Engineering (TSE), Presented at ICSE 2017, (8), 739–759. https://doi.org/10.1109/TSE.2016.2632115","ama":"Platenius MC, Shaker A, Becker M, Hüllermeier E, Schäfer W. Imprecise Matching of Requirements Specifications for Software Services using Fuzzy Logic. IEEE Transactions on Software Engineering (TSE), presented at ICSE 2017. 2016;(8):739-759. doi:10.1109/TSE.2016.2632115"},"page":"739-759","issue":"8","_id":"190","status":"public","has_accepted_license":"1","date_created":"2017-10-17T12:41:29Z","file":[{"access_level":"closed","date_created":"2018-03-21T12:30:31Z","file_name":"190-07755807.pdf","relation":"main_file","success":1,"content_type":"application/pdf","date_updated":"2018-03-21T12:30:31Z","creator":"florida","file_id":"1529","file_size":5225413}],"author":[{"first_name":"Marie Christin","full_name":"Platenius, Marie Christin","last_name":"Platenius"},{"last_name":"Shaker","full_name":"Shaker, Ammar","first_name":"Ammar"},{"full_name":"Becker, Matthias","first_name":"Matthias","last_name":"Becker"},{"id":"48129","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"},{"first_name":"Wilhelm","full_name":"Schäfer, Wilhelm","last_name":"Schäfer"}],"publisher":"IEEE","publication":"IEEE Transactions on Software Engineering (TSE), presented at ICSE 2017","file_date_updated":"2018-03-21T12:30:31Z","user_id":"15504","ddc":["040"],"abstract":[{"text":"Today, software components are provided by global markets in the form of services. In order to optimally satisfy service requesters and service providers, adequate techniques for automatic service matching are needed. However, a requester’s requirements may be vague and the information available about a provided service may be incomplete. As a consequence, fuzziness is induced into the matching procedure. The contribution of this paper is the development of a systematic matching procedure that leverages concepts and techniques from fuzzy logic and possibility theory based on our formal distinction between different sources and types of fuzziness in the context of service matching. In contrast to existing methods, our approach is able to deal with imprecision and incompleteness in service specifications and to inform users about the extent of induced fuzziness in order to improve the user’s decision-making. We demonstrate our approach on the example of specifications for service reputation based on ratings given by previous users. Our evaluation based on real service ratings shows the utility and applicability of our approach.","lang":"eng"}],"language":[{"iso":"eng"}],"doi":"10.1109/TSE.2016.2632115","date_updated":"2022-01-06T06:53:57Z","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Subprojekt B1","_id":"9"},{"name":"SFB 901 - Subprojekt B2","_id":"10"},{"name":"SFB 901 - Subprojekt B3","_id":"11"},{"_id":"3","name":"SFB 901 - Project Area B"}],"department":[{"_id":"355"}],"title":"Imprecise Matching of Requirements Specifications for Software Services using Fuzzy Logic"}]