[{"user_id":"477","title":"Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs?","status":"public","date_created":"2023-01-09T06:28:44Z","project":[{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"_id":"12","name":"SFB 901 - B4: SFB 901 - Subproject B4"},{"name":"SFB 901: SFB 901","_id":"1"}],"publication_status":"published","author":[{"first_name":"Cedric","full_name":"Richter, Cedric","last_name":"Richter","id":"50003"},{"first_name":"Jan Frederik","full_name":"Haltermann, Jan Frederik","last_name":"Haltermann","id":"44413"},{"first_name":"Marie-Christine","full_name":"Jakobs, Marie-Christine","last_name":"Jakobs"},{"full_name":"Pauck, Felix","first_name":"Felix","id":"22398","last_name":"Pauck"},{"last_name":"Schott","id":"54847","first_name":"Stefan","full_name":"Schott, Stefan"},{"first_name":"Heike","full_name":"Wehrheim, Heike","last_name":"Wehrheim","id":"573"}],"publisher":"ACM","department":[{"_id":"77"}],"publication":"37th IEEE/ACM International Conference on Automated Software Engineering","oa":"1","doi":"10.1145/3551349.3561156","date_updated":"2023-01-19T13:50:18Z","_id":"35426","language":[{"iso":"eng"}],"citation":{"short":"C. Richter, J.F. Haltermann, M.-C. Jakobs, F. Pauck, S. Schott, H. Wehrheim, in: 37th IEEE/ACM International Conference on Automated Software Engineering, ACM, 2023.","ieee":"C. Richter, J. F. Haltermann, M.-C. Jakobs, F. Pauck, S. Schott, and H. Wehrheim, “Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs?,” 2023, doi: 10.1145/3551349.3561156.","chicago":"Richter, Cedric, Jan Frederik Haltermann, Marie-Christine Jakobs, Felix Pauck, Stefan Schott, and Heike Wehrheim. “Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs?” In 37th IEEE/ACM International Conference on Automated Software Engineering. ACM, 2023. https://doi.org/10.1145/3551349.3561156.","apa":"Richter, C., Haltermann, J. F., Jakobs, M.-C., Pauck, F., Schott, S., & Wehrheim, H. (2023). Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs? 37th IEEE/ACM International Conference on Automated Software Engineering. https://doi.org/10.1145/3551349.3561156","ama":"Richter C, Haltermann JF, Jakobs M-C, Pauck F, Schott S, Wehrheim H. Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs? In: 37th IEEE/ACM International Conference on Automated Software Engineering. ACM; 2023. doi:10.1145/3551349.3561156","bibtex":"@inproceedings{Richter_Haltermann_Jakobs_Pauck_Schott_Wehrheim_2023, title={Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs?}, DOI={10.1145/3551349.3561156}, booktitle={37th IEEE/ACM International Conference on Automated Software Engineering}, publisher={ACM}, author={Richter, Cedric and Haltermann, Jan Frederik and Jakobs, Marie-Christine and Pauck, Felix and Schott, Stefan and Wehrheim, Heike}, year={2023} }","mla":"Richter, Cedric, et al. “Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs?” 37th IEEE/ACM International Conference on Automated Software Engineering, ACM, 2023, doi:10.1145/3551349.3561156."},"year":"2023","type":"conference","main_file_link":[{"open_access":"1","url":"https://doi.org/10.1145/3551349.3561156"}]},{"status":"public","project":[{"name":"SFB 901: SFB 901","_id":"1"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"name":"SFB 901 - B4: SFB 901 - Subproject B4","_id":"12"}],"date_created":"2023-01-09T06:32:33Z","publication_status":"published","author":[{"id":"22398","last_name":"Pauck","full_name":"Pauck, Felix","first_name":"Felix"}],"publisher":"ACM","department":[{"_id":"77"}],"publication":"37th IEEE/ACM International Conference on Automated Software Engineering","user_id":"477","title":"Scaling Arbitrary Android App Analyses","language":[{"iso":"eng"}],"type":"conference","citation":{"chicago":"Pauck, Felix. “Scaling Arbitrary Android App Analyses.” In 37th IEEE/ACM International Conference on Automated Software Engineering. ACM, 2023. https://doi.org/10.1145/3551349.3561339.","ama":"Pauck F. Scaling Arbitrary Android App Analyses. In: 37th IEEE/ACM International Conference on Automated Software Engineering. ACM; 2023. doi:10.1145/3551349.3561339","apa":"Pauck, F. (2023). Scaling Arbitrary Android App Analyses. 37th IEEE/ACM International Conference on Automated Software Engineering. https://doi.org/10.1145/3551349.3561339","bibtex":"@inproceedings{Pauck_2023, title={Scaling Arbitrary Android App Analyses}, DOI={10.1145/3551349.3561339}, booktitle={37th IEEE/ACM International Conference on Automated Software Engineering}, publisher={ACM}, author={Pauck, Felix}, year={2023} }","mla":"Pauck, Felix. “Scaling Arbitrary Android App Analyses.” 37th IEEE/ACM International Conference on Automated Software Engineering, ACM, 2023, doi:10.1145/3551349.3561339.","short":"F. Pauck, in: 37th IEEE/ACM International Conference on Automated Software Engineering, ACM, 2023.","ieee":"F. Pauck, “Scaling Arbitrary Android App Analyses,” 2023, doi: 10.1145/3551349.3561339."},"year":"2023","main_file_link":[{"open_access":"1","url":"https://doi.org/10.1145/3551349.3561339"}],"oa":"1","doi":"10.1145/3551349.3561339","_id":"35427","date_updated":"2023-01-19T13:49:52Z"},{"date_updated":"2023-05-10T13:52:14Z","oa":"1","language":[{"iso":"eng"}],"title":"MAAS: Hiding Trojans in Approximate Circuits","department":[{"_id":"78"}],"project":[{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"_id":"12","name":"SFB 901 - B4: SFB 901 - Subproject B4"},{"_id":"1","name":"SFB 901: SFB 901"}],"_id":"44194","conference":{"location":"San Fransico CA 94023-0607, USA","start_date":"2023-04-05","name":"The 24th International Symposium on Quality Electronic Design (ISQED'23)","end_date":"2023-04-07"},"type":"conference","year":"2023","citation":{"chicago":"Ahmed, Qazi Arbab, Muhammad Awais, and Marco Platzner. “MAAS: Hiding Trojans in Approximate Circuits.” In The 24th International Symposium on Quality Electronic Design (ISQED’23), San Francisco, Califorina USA, 2023.","apa":"Ahmed, Q. A., Awais, M., & Platzner, M. (2023). MAAS: Hiding Trojans in Approximate Circuits. The 24th International Symposium on Quality Electronic Design (ISQED’23), San Francisco, Califorina USA. The 24th International Symposium on Quality Electronic Design (ISQED’23), San Fransico CA 94023-0607, USA.","ama":"Ahmed QA, Awais M, Platzner M. MAAS: Hiding Trojans in Approximate Circuits. In: The 24th International Symposium on Quality Electronic Design (ISQED’23), San Francisco, Califorina USA. ; 2023.","mla":"Ahmed, Qazi Arbab, et al. “MAAS: Hiding Trojans in Approximate Circuits.” The 24th International Symposium on Quality Electronic Design (ISQED’23), San Francisco, Califorina USA, 2023.","bibtex":"@inproceedings{Ahmed_Awais_Platzner_2023, title={MAAS: Hiding Trojans in Approximate Circuits}, booktitle={The 24th International Symposium on Quality Electronic Design (ISQED’23), San Francisco, Califorina USA}, author={Ahmed, Qazi Arbab and Awais, Muhammad and Platzner, Marco}, year={2023} }","short":"Q.A. Ahmed, M. Awais, M. Platzner, in: The 24th International Symposium on Quality Electronic Design (ISQED’23), San Francisco, Califorina USA, 2023.","ieee":"Q. A. Ahmed, M. Awais, and M. Platzner, “MAAS: Hiding Trojans in Approximate Circuits,” presented at the The 24th International Symposium on Quality Electronic Design (ISQED’23), San Fransico CA 94023-0607, USA, 2023."},"ddc":["620"],"user_id":"72764","author":[{"last_name":"Ahmed","id":"72764","first_name":"Qazi Arbab","orcid":"0000-0002-1837-2254","full_name":"Ahmed, Qazi Arbab"},{"full_name":"Awais, Muhammad","first_name":"Muhammad","last_name":"Awais"},{"id":"398","last_name":"Platzner","full_name":"Platzner, Marco","first_name":"Marco"}],"file_date_updated":"2023-05-10T13:52:14Z","publication":"The 24th International Symposium on Quality Electronic Design (ISQED'23), San Francisco, Califorina USA","file":[{"access_level":"open_access","date_created":"2023-04-26T13:03:54Z","file_name":"s4Bp4-041.pdf","content_type":"application/pdf","date_updated":"2023-05-10T13:52:14Z","relation":"main_file","file_size":614626,"file_id":"44196","creator":"qazi"}],"status":"public","has_accepted_license":"1","date_created":"2023-04-26T13:04:56Z"},{"supervisor":[{"id":"573","last_name":"Wehrheim","full_name":"Wehrheim, Heike","first_name":"Heike"}],"language":[{"iso":"eng"}],"citation":{"chicago":"Pauck, Felix. Cooperative Android App Analysis. Paderborn University, 2023. https://doi.org/10.17619/UNIPB/1-1698.","apa":"Pauck, F. (2023). Cooperative Android App Analysis. Paderborn University. https://doi.org/10.17619/UNIPB/1-1698","ama":"Pauck F. Cooperative Android App Analysis. Paderborn University; 2023. doi:10.17619/UNIPB/1-1698","mla":"Pauck, Felix. Cooperative Android App Analysis. Paderborn University, 2023, doi:10.17619/UNIPB/1-1698.","bibtex":"@book{Pauck_2023, title={Cooperative Android App Analysis}, DOI={10.17619/UNIPB/1-1698}, publisher={Paderborn University}, author={Pauck, Felix}, year={2023} }","short":"F. Pauck, Cooperative Android App Analysis, Paderborn University, 2023.","ieee":"F. Pauck, Cooperative Android App Analysis. Paderborn University, 2023."},"year":"2023","type":"dissertation","_id":"43108","date_updated":"2023-05-22T04:57:42Z","doi":"10.17619/UNIPB/1-1698","department":[{"_id":"77"}],"publisher":"Paderborn University","author":[{"id":"22398","last_name":"Pauck","full_name":"Pauck, Felix","first_name":"Felix"}],"project":[{"name":"SFB 901: SFB 901","_id":"1"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"name":"SFB 901 - B4: SFB 901 - Subproject B4","_id":"12"}],"date_created":"2023-03-27T07:39:35Z","status":"public","user_id":"22398","title":"Cooperative Android App Analysis"},{"abstract":[{"text":"Reading between the lines has so far been reserved for humans. The present dissertation addresses this research gap using machine learning methods.\r\nImplicit expressions are not comprehensible by computers and cannot be localized in the text. However, many texts arise on interpersonal topics that, unlike commercial evaluation texts, often imply information only by means of longer phrases. Examples are the kindness and the attentiveness of a doctor, which are only paraphrased (“he didn’t even look me in the eye”). The analysis of such data, especially the identification and localization of implicit statements, is a research gap (1). This work uses so-called Aspect-based Sentiment Analysis as a method for this purpose. It remains open how the aspect categories to be extracted can be discovered and thematically delineated based on the data (2). Furthermore, it is not yet explored how a collection of tools should look like, with which implicit phrases can be identified and thus made explicit\r\n(3). Last, it is an open question how to correlate the identified phrases from the text data with other data, including the investigation of the relationship between quantitative scores (e.g., school grades) and the thematically related text (4). Based on these research gaps, the research question is posed as follows: Using text mining methods, how can implicit rating content be properly interpreted and thus made explicit before it is automatically categorized and quantified?\r\nThe uniqueness of this dissertation is based on the automated recognition of implicit linguistic statements alongside explicit statements. These are identified in unstructured text data so that features expressed only in the text can later be compared across data sources, even though they were not included in rating categories such as stars or school grades. German-language physician ratings from websites in three countries serve as the sample domain. The solution approach consists of data creation, a pipeline for text processing and analyses based on this. In the data creation, aspect classes are identified and delineated across platforms and marked in text data. This results in six datasets with over 70,000 annotated sentences and detailed guidelines. The models that were created based on the training data extract and categorize the aspects. In addition, the sentiment polarity and the evaluation weight, i. e., the importance of each phrase, are determined. The models, which are combined in a pipeline, are used in a prototype in the form of a web application. The analyses built on the pipeline quantify the rating contents by linking the obtained information with further data, thus allowing new insights.\r\nAs a result, a toolbox is provided to identify quantifiable rating content and categories using text mining for a sample domain. This is used to evaluate the approach, which in principle can also be adapted to any other domain.","lang":"eng"}],"place":"Neubiberg","title":"Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining","related_material":{"link":[{"url":"https://athene-forschung.unibw.de/145003","relation":"supplementary_material"}]},"user_id":"58701","department":[{"_id":"579"},{"_id":"7"}],"author":[{"id":"58701","last_name":"Kersting","full_name":"Kersting, Joschka","first_name":"Joschka"}],"publisher":"Universität der Bundeswehr München ","publication_status":"published","project":[{"_id":"1","name":"SFB 901: SFB 901","grant_number":"160364472"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"_id":"9","name":"SFB 901 - B1: SFB 901 - Subproject B1","grant_number":"160364472"}],"date_created":"2023-05-02T12:54:00Z","status":"public","date_updated":"2023-07-03T12:29:50Z","_id":"44323","page":"208","year":"2023","citation":{"bibtex":"@book{Kersting_2023, place={Neubiberg}, title={Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining}, publisher={Universität der Bundeswehr München }, author={Kersting, Joschka}, year={2023} }","mla":"Kersting, Joschka. Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Universität der Bundeswehr München , 2023.","ama":"Kersting J. Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Universität der Bundeswehr München ; 2023.","apa":"Kersting, J. (2023). Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Universität der Bundeswehr München .","chicago":"Kersting, Joschka. Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Neubiberg: Universität der Bundeswehr München , 2023.","ieee":"J. Kersting, Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Neubiberg: Universität der Bundeswehr München , 2023.","short":"J. Kersting, Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining, Universität der Bundeswehr München , Neubiberg, 2023."},"type":"dissertation","supervisor":[{"full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606","first_name":"Michaela","id":"42496","last_name":"Geierhos"}],"language":[{"iso":"ger"}]},{"editor":[{"last_name":"Haake","first_name":"Claus-Jochen","full_name":"Haake, Claus-Jochen"},{"last_name":"Meyer auf der Heide","first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm"},{"last_name":"Platzner","full_name":"Platzner, Marco","first_name":"Marco"},{"first_name":"Henning","full_name":"Wachsmuth, Henning","last_name":"Wachsmuth"},{"last_name":"Wehrheim","full_name":"Wehrheim, Heike","first_name":"Heike"}],"project":[{"grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"_id":"12","name":"SFB 901 - B4: SFB 901 - Subproject B4"}],"department":[{"_id":"7"}],"title":"Verifying Software and Reconfigurable Hardware Services","place":"Paderborn","language":[{"iso":"eng"}],"series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","doi":"10.5281/zenodo.8068583","oa":"1","date_updated":"2023-07-07T11:18:59Z","volume":412,"status":"public","has_accepted_license":"1","date_created":"2023-07-07T08:01:23Z","publisher":"Heinz Nixdorf Institut, Universität Paderborn","author":[{"full_name":"Wehrheim, Heike","first_name":"Heike","id":"573","last_name":"Wehrheim"},{"id":"398","last_name":"Platzner","full_name":"Platzner, Marco","first_name":"Marco"},{"last_name":"Bodden","id":"59256","first_name":"Eric","full_name":"Bodden, Eric","orcid":"0000-0003-3470-3647"},{"first_name":"Philipp ","full_name":"Schubert, Philipp ","last_name":"Schubert"},{"first_name":"Felix","full_name":"Pauck, Felix","last_name":"Pauck","id":"22398"},{"last_name":"Jakobs","full_name":"Jakobs, Marie-Christine","first_name":"Marie-Christine"}],"file_date_updated":"2023-07-07T11:18:59Z","publication":"On-The-Fly Computing -- Individualized IT-services in dynamic markets","file":[{"access_level":"open_access","file_name":"B4-Chapter-SFB-Buch-Final.pdf","date_created":"2023-07-07T08:01:12Z","relation":"main_file","date_updated":"2023-07-07T11:18:59Z","content_type":"application/pdf","creator":"florida","file_id":"45889","file_size":840964}],"ddc":["004"],"user_id":"477","type":"book_chapter","year":"2023","citation":{"short":"H. Wehrheim, M. Platzner, E. Bodden, P. Schubert, F. Pauck, M.-C. Jakobs, 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. 125–144.","ieee":"H. Wehrheim, M. Platzner, E. Bodden, P. Schubert, F. Pauck, and M.-C. Jakobs, “Verifying Software and Reconfigurable Hardware Services,” 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. 125–144.","chicago":"Wehrheim, Heike, Marco Platzner, Eric Bodden, Philipp Schubert, Felix Pauck, and Marie-Christine Jakobs. “Verifying Software and Reconfigurable Hardware Services.” 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, 412:125–44. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. https://doi.org/10.5281/zenodo.8068583.","apa":"Wehrheim, H., Platzner, M., Bodden, E., Schubert, P., Pauck, F., & Jakobs, M.-C. (2023). Verifying Software and Reconfigurable Hardware Services. 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. 125–144). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.5281/zenodo.8068583","ama":"Wehrheim H, Platzner M, Bodden E, Schubert P, Pauck F, Jakobs M-C. Verifying Software and Reconfigurable Hardware Services. 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; 2023:125-144. doi:10.5281/zenodo.8068583","bibtex":"@inbook{Wehrheim_Platzner_Bodden_Schubert_Pauck_Jakobs_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Verifying Software and Reconfigurable Hardware Services}, volume={412}, DOI={10.5281/zenodo.8068583}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Wehrheim, Heike and Platzner, Marco and Bodden, Eric and Schubert, Philipp and Pauck, Felix and Jakobs, Marie-Christine}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={125–144}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","mla":"Wehrheim, Heike, et al. “Verifying Software and Reconfigurable Hardware Services.” 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. 125–44, doi:10.5281/zenodo.8068583."},"page":"125-144","_id":"45888","intvolume":" 412"},{"ddc":["004"],"user_id":"477","file_date_updated":"2023-07-07T11:20:52Z","publication":"On-The-Fly Computing -- Individualized IT-services in dynamic markets","publisher":"Heinz Nixdorf Institut, Universität Paderborn","author":[{"last_name":"Bäumer","id":"38837","first_name":"Frederik Simon","full_name":"Bäumer, Frederik Simon"},{"id":"82920","last_name":"Chen","full_name":"Chen, Wei-Fan","first_name":"Wei-Fan"},{"orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela","first_name":"Michaela","id":"42496","last_name":"Geierhos"},{"last_name":"Kersting","id":"58701","first_name":"Joschka","full_name":"Kersting, Joschka"},{"last_name":"Wachsmuth","full_name":"Wachsmuth, Henning","first_name":"Henning"}],"file":[{"access_level":"open_access","file_name":"B1-Chapter-SFB-Buch-Final.pdf","date_created":"2023-07-07T07:28:58Z","date_updated":"2023-07-07T11:20:52Z","content_type":"application/pdf","relation":"main_file","file_size":1342718,"creator":"florida","file_id":"45883"}],"volume":412,"date_created":"2023-07-07T07:29:13Z","status":"public","has_accepted_license":"1","_id":"45882","intvolume":" 412","page":"65-84","citation":{"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} }","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","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","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.","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.","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."},"year":"2023","type":"book_chapter","place":"Paderborn","title":"Dialogue-based Requirement Compensation and Style-adjusted Data-to-text Generation","department":[{"_id":"7"},{"_id":"369"}],"editor":[{"first_name":"Claus-Jochen","full_name":"Haake, Claus-Jochen","last_name":"Haake"},{"last_name":"Meyer auf der Heide","first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm"},{"last_name":"Platzner","first_name":"Marco","full_name":"Platzner, Marco"},{"last_name":"Wachsmuth","full_name":"Wachsmuth, Henning","first_name":"Henning"},{"last_name":"Wehrheim","full_name":"Wehrheim, Heike","first_name":"Heike"}],"project":[{"grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"_id":"9","grant_number":"160364472","name":"SFB 901 - B1: SFB 901 - Parametrisierte Servicespezifikation (Subproject B1)"}],"date_updated":"2023-07-07T11:20:52Z","doi":"10.5281/zenodo.8068456","oa":"1","series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","language":[{"iso":"eng"}]},{"author":[{"first_name":"Jonas Manuel","full_name":"Hanselle, Jonas Manuel","orcid":"0000-0002-1231-4985","last_name":"Hanselle","id":"43980"},{"first_name":"Eyke","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","id":"48129"},{"last_name":"Mohr","first_name":"Felix","full_name":"Mohr, Felix"},{"last_name":"Ngonga Ngomo","id":"65716","first_name":"Axel-Cyrille","full_name":"Ngonga Ngomo, Axel-Cyrille"},{"last_name":"Sherif","id":"67234","first_name":"Mohamed","full_name":"Sherif, Mohamed","orcid":"https://orcid.org/0000-0002-9927-2203"},{"id":"38209","last_name":"Tornede","full_name":"Tornede, Alexander","first_name":"Alexander"},{"last_name":"Wever","id":"33176","first_name":"Marcel Dominik","orcid":" https://orcid.org/0000-0001-9782-6818","full_name":"Wever, Marcel Dominik"}],"publisher":"Heinz Nixdorf Institut, Universität Paderborn","file_date_updated":"2023-07-07T11:20:11Z","publication":"On-The-Fly Computing -- Individualized IT-services in dynamic markets","file":[{"date_updated":"2023-07-07T11:20:11Z","content_type":"application/pdf","relation":"main_file","file_size":895091,"creator":"florida","file_id":"45885","access_level":"open_access","date_created":"2023-07-07T07:50:34Z","file_name":"B2-Chapter-SFB-Buch-Final.pdf"}],"volume":412,"status":"public","has_accepted_license":"1","date_created":"2023-07-07T07:50:53Z","ddc":["040"],"user_id":"477","type":"book_chapter","citation":{"ama":"Hanselle JM, Hüllermeier E, Mohr F, et al. Configuration and Evaluation. 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; 2023:85-104. doi:10.5281/zenodo.8068466","apa":"Hanselle, J. M., Hüllermeier, E., Mohr, F., Ngonga Ngomo, A.-C., Sherif, M., Tornede, A., & Wever, M. D. (2023). Configuration and Evaluation. 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. 85–104). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.5281/zenodo.8068466","chicago":"Hanselle, Jonas Manuel, Eyke Hüllermeier, Felix Mohr, Axel-Cyrille Ngonga Ngomo, Mohamed Sherif, Alexander Tornede, and Marcel Dominik Wever. “Configuration and Evaluation.” 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, 412:85–104. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. https://doi.org/10.5281/zenodo.8068466.","mla":"Hanselle, Jonas Manuel, et al. “Configuration and Evaluation.” 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. 85–104, doi:10.5281/zenodo.8068466.","bibtex":"@inbook{Hanselle_Hüllermeier_Mohr_Ngonga Ngomo_Sherif_Tornede_Wever_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Configuration and Evaluation}, volume={412}, DOI={10.5281/zenodo.8068466}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Hanselle, Jonas Manuel and Hüllermeier, Eyke and Mohr, Felix and Ngonga Ngomo, Axel-Cyrille and Sherif, Mohamed and Tornede, Alexander and Wever, Marcel Dominik}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={85–104}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","short":"J.M. Hanselle, E. Hüllermeier, F. Mohr, A.-C. Ngonga Ngomo, M. Sherif, A. Tornede, M.D. Wever, 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. 85–104.","ieee":"J. M. Hanselle et al., “Configuration and Evaluation,” 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. 85–104."},"year":"2023","page":"85-104","intvolume":" 412","_id":"45884","department":[{"_id":"7"}],"editor":[{"last_name":"Haake","full_name":"Haake, Claus-Jochen","first_name":"Claus-Jochen"},{"last_name":"Meyer auf der Heide","full_name":"Meyer auf der Heide, Friedhelm","first_name":"Friedhelm"},{"full_name":"Platzner, Marco","first_name":"Marco","last_name":"Platzner"},{"last_name":"Wachsmuth","full_name":"Wachsmuth, Henning","first_name":"Henning"},{"full_name":"Wehrheim, Heike","first_name":"Heike","last_name":"Wehrheim"}],"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"},{"_id":"10","grant_number":"160364472","name":"SFB 901 - B2: Konfiguration und Bewertung (B02)"}],"place":"Paderborn","title":"Configuration and Evaluation","series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","language":[{"iso":"eng"}],"date_updated":"2023-07-07T11:20:12Z","doi":"10.5281/zenodo.8068466","oa":"1"},{"page":"105-123","citation":{"mla":"Wehrheim, Heike, et al. “Composition Analysis in Unknown Contexts.” 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. 105–23, doi:10.5281/zenodo.8068510.","bibtex":"@inbook{Wehrheim_Hüllermeier_Becker_Becker_Richter_Sharma_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Composition Analysis in Unknown Contexts}, volume={412}, DOI={10.5281/zenodo.8068510}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Wehrheim, Heike and Hüllermeier, Eyke and Becker, Steffen and Becker, Matthias and Richter, Cedric and Sharma, Arnab}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={105–123}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","chicago":"Wehrheim, Heike, Eyke Hüllermeier, Steffen Becker, Matthias Becker, Cedric Richter, and Arnab Sharma. “Composition Analysis in Unknown Contexts.” 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, 412:105–23. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. https://doi.org/10.5281/zenodo.8068510.","ama":"Wehrheim H, Hüllermeier E, Becker S, Becker M, Richter C, Sharma A. Composition Analysis in Unknown Contexts. 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; 2023:105-123. doi:10.5281/zenodo.8068510","apa":"Wehrheim, H., Hüllermeier, E., Becker, S., Becker, M., Richter, C., & Sharma, A. (2023). Composition Analysis in Unknown Contexts. 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. 105–123). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.5281/zenodo.8068510","ieee":"H. Wehrheim, E. Hüllermeier, S. Becker, M. Becker, C. Richter, and A. Sharma, “Composition Analysis in Unknown Contexts,” 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. 105–123.","short":"H. Wehrheim, E. Hüllermeier, S. Becker, M. Becker, C. Richter, A. Sharma, 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. 105–123."},"year":"2023","type":"book_chapter","intvolume":" 412","_id":"45886","file":[{"relation":"main_file","date_updated":"2023-07-07T11:19:40Z","content_type":"application/pdf","file_id":"45887","creator":"florida","file_size":370888,"access_level":"open_access","date_created":"2023-07-07T07:55:57Z","file_name":"B3-Chapter-SFB-Buch-Final.pdf"}],"publication":"On-The-Fly Computing -- Individualized IT-services in dynamic markets","file_date_updated":"2023-07-07T11:19:40Z","publisher":"Heinz Nixdorf Institut, Universität Paderborn","author":[{"id":"573","last_name":"Wehrheim","full_name":"Wehrheim, Heike","first_name":"Heike"},{"first_name":"Eyke","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","id":"48129"},{"last_name":"Becker","full_name":"Becker, Steffen","first_name":"Steffen"},{"last_name":"Becker","full_name":"Becker, Matthias","first_name":"Matthias"},{"last_name":"Richter","id":"50003","first_name":"Cedric","full_name":"Richter, Cedric"},{"last_name":"Sharma","id":"67200","first_name":"Arnab","full_name":"Sharma, Arnab"}],"date_created":"2023-07-07T07:56:08Z","status":"public","has_accepted_license":"1","volume":412,"user_id":"477","ddc":["004"],"series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","language":[{"iso":"eng"}],"date_updated":"2023-07-07T11:19:40Z","oa":"1","doi":"10.5281/zenodo.8068510","department":[{"_id":"7"}],"project":[{"grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"_id":"11","name":"SFB 901 - B3: SFB 901 - Subproject B3"}],"editor":[{"full_name":"Haake, Claus-Jochen","first_name":"Claus-Jochen","last_name":"Haake"},{"last_name":"Meyer auf der Heide","first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm"},{"first_name":"Marco","full_name":"Platzner, Marco","last_name":"Platzner"},{"last_name":"Wachsmuth","full_name":"Wachsmuth, Henning","first_name":"Henning"},{"last_name":"Wehrheim","first_name":"Heike","full_name":"Wehrheim, Heike"}],"place":"Paderborn","title":"Composition Analysis in Unknown Contexts"},{"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.","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","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","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","_id":"46205","intvolume":" 1860","author":[{"full_name":"Kersting, Joschka","first_name":"Joschka","id":"58701","last_name":"Kersting"},{"first_name":"Michaela","orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela","last_name":"Geierhos","id":"42496"}],"publisher":"Springer Nature Switzerland","file_date_updated":"2023-07-28T15:10:48Z","publication":"Data Management Technologies and Applications","file":[{"date_created":"2023-07-28T15:10:48Z","file_name":"Kersting and Geierhos (2023), Kersting2023b.pdf","access_level":"closed","creator":"jkers","file_id":"46207","file_size":746336,"relation":"main_file","success":1,"content_type":"application/pdf","date_updated":"2023-07-28T15:10:48Z"}],"volume":1860,"has_accepted_license":"1","status":"public","date_created":"2023-07-28T15:03:14Z","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."}],"ddc":["004"],"user_id":"58701","series_title":"Communications in Computer and Information Science","language":[{"iso":"eng"}],"date_updated":"2023-07-28T15:11:10Z","doi":"10.1007/978-3-031-37890-4_3","department":[{"_id":"579"}],"editor":[{"full_name":"Cuzzocrea, Alfredo","first_name":"Alfredo","last_name":"Cuzzocrea"},{"last_name":"Gusikhin","first_name":"Oleg","full_name":"Gusikhin, Oleg"},{"full_name":"Hammoudi, Slimane","first_name":"Slimane","last_name":"Hammoudi"},{"last_name":"Quix","full_name":"Quix, Christoph","first_name":"Christoph"}],"publication_identifier":{"isbn":["9783031378898","9783031378904"],"issn":["1865-0929","1865-0937"]},"publication_status":"published","project":[{"_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","grant_number":"160364472"},{"_id":"9","grant_number":"160364472","name":"SFB 901 - B1: SFB 901 - Parametrisierte Servicespezifikation (Subproject B1)"},{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"}],"place":"Cham","title":"Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews"}]