[{"citation":{"apa":"Baeumer, F. S., Dollmann, M., &#38; Geierhos, M. (2017). Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements. In  Federica Sarro, E. Shihab,  Meiyappan Nagappan, M. C. Platenius, &#38;  Daniel Kaimann (Eds.), <i>Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics</i> (pp. 19–25). ACM.","ieee":"F. S. Baeumer, M. Dollmann, and M. Geierhos, “Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements,” in <i>Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics</i>, 2017, pp. 19–25.","chicago":"Baeumer, Frederik Simon, Markus Dollmann, and Michaela Geierhos. “Studying Software Descriptions in SourceForge and App Stores for a Better Understanding of Real-Life Requirements.” In <i>Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics</i>, edited by  Federica Sarro, Emad Shihab,  Meiyappan Nagappan, Marie Christin Platenius, and  Daniel Kaimann, 19–25. Paderborn: ACM, 2017.","short":"F.S. Baeumer, M. Dollmann, M. Geierhos, in:  Federica Sarro, E. Shihab,  Meiyappan Nagappan, M.C. Platenius,  Daniel Kaimann (Eds.), Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics, ACM, Paderborn, 2017, pp. 19–25.","mla":"Baeumer, Frederik Simon, et al. “Studying Software Descriptions in SourceForge and App Stores for a Better Understanding of Real-Life Requirements.” <i>Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics</i>, edited by  Federica Sarro et al., ACM, 2017, pp. 19–25.","ama":"Baeumer FS, Dollmann M, Geierhos M. Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements. In: Sarro  Federica, Shihab E, Nagappan  Meiyappan, Platenius MC, Kaimann  Daniel, eds. <i>Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics</i>. ACM; 2017:19-25.","bibtex":"@inproceedings{Baeumer_Dollmann_Geierhos_2017, place={Paderborn}, title={Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements}, booktitle={Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics}, publisher={ACM}, author={Baeumer, Frederik Simon and Dollmann, Markus and Geierhos, Michaela}, editor={Sarro,  Federica and Shihab, Emad and Nagappan,  Meiyappan and Platenius, Marie Christin and Kaimann,  Daniel}, year={2017}, pages={19–25} }"},"publication":"Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics","place":"Paderborn","date_created":"2021-10-02T15:05:39Z","department":[{"_id":"671"}],"type":"conference","author":[{"first_name":"Frederik Simon","last_name":"Baeumer","full_name":"Baeumer, Frederik Simon"},{"full_name":"Dollmann, Markus","first_name":"Markus","last_name":"Dollmann","id":"27578"},{"id":"42496","full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606","first_name":"Michaela","last_name":"Geierhos"}],"status":"public","title":"Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements","year":"2017","date_updated":"2022-01-06T06:56:56Z","publication_status":"published","language":[{"iso":"eng"}],"_id":"25245","publisher":"ACM","page":"19-25","editor":[{"full_name":"Sarro,  Federica","last_name":"Sarro","first_name":" Federica"},{"first_name":"Emad","last_name":"Shihab","full_name":"Shihab, Emad"},{"first_name":" Meiyappan","last_name":"Nagappan","full_name":"Nagappan,  Meiyappan"},{"full_name":"Platenius, Marie Christin","last_name":"Platenius","first_name":"Marie Christin"},{"last_name":"Kaimann","first_name":" Daniel","full_name":"Kaimann,  Daniel"}],"user_id":"71124"},{"place":"Setúbal, Portugal","quality_controlled":"1","file_date_updated":"2020-09-18T09:09:27Z","citation":{"ama":"Kersting J, Geierhos M, Jung H, Kim T. Internet of Things Architecture for Handling Stream Air Pollution Data. In: Ramachandran M, Méndez Muñoz V, Kantere V, Wills G, Walters R, Chang V, eds. <i>Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security</i>. Setúbal, Portugal: SCITEPRESS; 2017:117-124. doi:<a href=\"https://doi.org/10.5220/0006354801170124\">10.5220/0006354801170124</a>","bibtex":"@inproceedings{Kersting_Geierhos_Jung_Kim_2017, place={Setúbal, Portugal}, title={Internet of Things Architecture for Handling Stream Air Pollution Data}, DOI={<a href=\"https://doi.org/10.5220/0006354801170124\">10.5220/0006354801170124</a>}, booktitle={Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security}, publisher={SCITEPRESS}, author={Kersting, Joschka and Geierhos, Michaela and Jung, Hanmin and Kim, Taehong}, editor={Ramachandran, Muthu and Méndez Muñoz, Víctor and Kantere, Verena and Wills, Gary and Walters, Robert and Chang, VictorEditors}, year={2017}, pages={117–124} }","mla":"Kersting, Joschka, et al. “Internet of Things Architecture for Handling Stream Air Pollution Data.” <i>Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security</i>, edited by Muthu Ramachandran et al., SCITEPRESS, 2017, pp. 117–24, doi:<a href=\"https://doi.org/10.5220/0006354801170124\">10.5220/0006354801170124</a>.","chicago":"Kersting, Joschka, Michaela Geierhos, Hanmin Jung, and Taehong Kim. “Internet of Things Architecture for Handling Stream Air Pollution Data.” In <i>Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security</i>, edited by Muthu Ramachandran, Víctor Méndez Muñoz, Verena Kantere, Gary Wills, Robert Walters, and Victor Chang, 117–24. Setúbal, Portugal: SCITEPRESS, 2017. <a href=\"https://doi.org/10.5220/0006354801170124\">https://doi.org/10.5220/0006354801170124</a>.","short":"J. Kersting, M. Geierhos, H. Jung, T. Kim, in: M. Ramachandran, V. Méndez Muñoz, V. Kantere, G. Wills, R. Walters, V. Chang (Eds.), Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security, SCITEPRESS, Setúbal, Portugal, 2017, pp. 117–124.","apa":"Kersting, J., Geierhos, M., Jung, H., &#38; Kim, T. (2017). Internet of Things Architecture for Handling Stream Air Pollution Data. In M. Ramachandran, V. Méndez Muñoz, V. Kantere, G. Wills, R. Walters, &#38; V. Chang (Eds.), <i>Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security</i> (pp. 117–124). Setúbal, Portugal: SCITEPRESS. <a href=\"https://doi.org/10.5220/0006354801170124\">https://doi.org/10.5220/0006354801170124</a>","ieee":"J. Kersting, M. Geierhos, H. Jung, and T. Kim, “Internet of Things Architecture for Handling Stream Air Pollution Data,” in <i>Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security</i>, Porto, Portugal, 2017, pp. 117–124."},"ddc":["000"],"user_id":"58701","editor":[{"full_name":"Ramachandran, Muthu","last_name":"Ramachandran","first_name":"Muthu"},{"full_name":"Méndez Muñoz, Víctor","first_name":"Víctor","last_name":"Méndez Muñoz"},{"full_name":"Kantere, Verena","last_name":"Kantere","first_name":"Verena"},{"full_name":"Wills, Gary","last_name":"Wills","first_name":"Gary"},{"last_name":"Walters","first_name":"Robert","full_name":"Walters, Robert"},{"full_name":"Chang, Victor","last_name":"Chang","first_name":"Victor"}],"page":"117-124","_id":"1156","publisher":"SCITEPRESS","has_accepted_license":"1","status":"public","conference":{"location":"Porto, Portugal","start_date":"2017-04-24","name":"2nd International Conference on Internet of Things, Big Data and Security (IoTBDS 2017)","end_date":"2017-04-26"},"keyword":["Wireless Sensor Network","Internet of Things","Stream Data","Air Pollution","DSMS","Real-time Data Processing"],"type":"conference","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"file":[{"creator":"jkers","date_created":"2020-09-18T09:09:27Z","date_updated":"2020-09-18T09:09:27Z","relation":"main_file","file_size":2612566,"access_level":"closed","file_name":"IoTBDS_2017_50_final.pdf","success":1,"content_type":"application/pdf","file_id":"19567"}],"date_created":"2018-01-31T14:45:21Z","abstract":[{"text":"In this paper, we present an IoT architecture which handles stream sensor data of air pollution. Particle pollution is known as a serious threat to human health. Along with developments in the use of wireless sensors and the IoT, we propose an architecture that flexibly measures and processes stream data collected in real-time by movable and low-cost IoT sensors. Thus, it enables a wide-spread network of wireless sensors that can follow changes in human behavior. Apart from stating reasons for the need of such a development and its requirements, we provide a conceptual design as well as a technological design of such an architecture. The technological design consists of Kaa and Apache Storm which can collect air pollution information in real-time and solve various problems to process data such as missing data and synchronization. This enables us to add a simulation in which we provide issues that might come up when having our architecture in use. Together with these issues, we state r easons for choosing specific modules among candidates. Our architecture combines wireless sensors with the Kaa IoT framework, an Apache Kafka pipeline and an Apache Storm Data Stream Management System among others. We even provide open-government data sets that are freely available.","lang":"eng"}],"publication":"Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security","doi":"10.5220/0006354801170124","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:51:03Z","publication_status":"published","title":"Internet of Things Architecture for Handling Stream Air Pollution Data","year":"2017","publication_identifier":{"isbn":["978-989-758-245-5"]},"author":[{"last_name":"Kersting","first_name":"Joschka","full_name":"Kersting, Joschka","id":"58701"},{"full_name":"Geierhos, Michaela","first_name":"Michaela","orcid":"0000-0002-8180-5606","last_name":"Geierhos","id":"42496"},{"last_name":"Jung","first_name":"Hanmin","full_name":"Jung, Hanmin"},{"full_name":"Kim, Taehong","first_name":"Taehong","last_name":"Kim"}]},{"date_created":"2018-01-31T15:32:33Z","department":[{"_id":"36"},{"_id":"579"},{"_id":"115"},{"_id":"355"},{"_id":"615"}],"type":"conference","publication":"Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature","abstract":[{"lang":"eng","text":"In this paper, we present the annotation challenges we have encountered when working on a historical language that was undergoing elaboration processes. We especially focus on syntactic ambiguity and gradience in Middle Low German, which causes uncertainty to some extent. Since current annotation tools consider construction contexts and the dynamics of the grammaticalization only partially, we plan to extend CorA – a web-based annotation tool for historical and other non-standard language data – to capture elaboration phenomena and annotator unsureness. Moreover, we seek to interactively learn morphological as well as syntactic annotations."}],"language":[{"iso":"eng"}],"doi":"10.18653/v1/W17-2206","author":[{"id":"65408","last_name":"Seemann","first_name":"Nina","full_name":"Seemann, Nina"},{"full_name":"Merten, Marie-Luis","first_name":"Marie-Luis","last_name":"Merten"},{"id":"42496","orcid":"0000-0002-8180-5606","last_name":"Geierhos","first_name":"Michaela","full_name":"Geierhos, Michaela"},{"full_name":"Tophinke, Doris","first_name":"Doris","last_name":"Tophinke"},{"first_name":"Eyke","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke"}],"year":"2017","title":"Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German","publication_status":"published","date_updated":"2022-01-06T06:51:03Z","place":"Stroudsburg, PA, USA","citation":{"bibtex":"@inproceedings{Seemann_Merten_Geierhos_Tophinke_Hüllermeier_2017, place={Stroudsburg, PA, USA}, title={Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German}, DOI={<a href=\"https://doi.org/10.18653/v1/W17-2206\">10.18653/v1/W17-2206</a>}, booktitle={Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature}, publisher={Association for Computational Linguistics (ACL)}, author={Seemann, Nina and Merten, Marie-Luis and Geierhos, Michaela and Tophinke, Doris and Hüllermeier, Eyke}, year={2017}, pages={40–45} }","ama":"Seemann N, Merten M-L, Geierhos M, Tophinke D, Hüllermeier E. Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German. In: <i>Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature</i>. Stroudsburg, PA, USA: Association for Computational Linguistics (ACL); 2017:40-45. doi:<a href=\"https://doi.org/10.18653/v1/W17-2206\">10.18653/v1/W17-2206</a>","mla":"Seemann, Nina, et al. “Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German.” <i>Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature</i>, Association for Computational Linguistics (ACL), 2017, pp. 40–45, doi:<a href=\"https://doi.org/10.18653/v1/W17-2206\">10.18653/v1/W17-2206</a>.","short":"N. Seemann, M.-L. Merten, M. Geierhos, D. Tophinke, E. Hüllermeier, in: Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, Association for Computational Linguistics (ACL), Stroudsburg, PA, USA, 2017, pp. 40–45.","chicago":"Seemann, Nina, Marie-Luis Merten, Michaela Geierhos, Doris Tophinke, and Eyke Hüllermeier. “Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German.” In <i>Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature</i>, 40–45. Stroudsburg, PA, USA: Association for Computational Linguistics (ACL), 2017. <a href=\"https://doi.org/10.18653/v1/W17-2206\">https://doi.org/10.18653/v1/W17-2206</a>.","ieee":"N. Seemann, M.-L. Merten, M. Geierhos, D. Tophinke, and E. Hüllermeier, “Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German,” in <i>Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature</i>, Vancouver, BC, Canada, 2017, pp. 40–45.","apa":"Seemann, N., Merten, M.-L., Geierhos, M., Tophinke, D., &#38; Hüllermeier, E. (2017). Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German. In <i>Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature</i> (pp. 40–45). Stroudsburg, PA, USA: Association for Computational Linguistics (ACL). <a href=\"https://doi.org/10.18653/v1/W17-2206\">https://doi.org/10.18653/v1/W17-2206</a>"},"project":[{"_id":"39","name":"InterGramm"}],"quality_controlled":"1","_id":"1158","publisher":"Association for Computational Linguistics (ACL)","page":"40-45","user_id":"13929","conference":{"end_date":"2017-08-04","name":"Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature (LaTeCH-CLfL 2017)","start_date":"2017-07-31","location":"Vancouver, BC, Canada"},"status":"public"},{"place":"Cham, Switzerland","quality_controlled":"1","file_date_updated":"2020-09-18T09:18:03Z","citation":{"mla":"Kersting, Joschka, and Michaela Geierhos. “Using Sentiment Analysis on Local Up-to-the-Minute News: An Integrated Approach.” <i>Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings</i>, edited by Robertas Damaševičius and Vilma Mikašytė, vol. 756, Springer, 2017, pp. 528–38, doi:<a href=\"https://doi.org/10.1007/978-3-319-67642-5\">10.1007/978-3-319-67642-5</a>.","ama":"Kersting J, Geierhos M. Using Sentiment Analysis on Local Up-to-the-Minute News: An Integrated Approach. In: Damaševičius R, Mikašytė V, eds. <i>Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings</i>. Vol 756. Communications in Computer and Information Science. Cham, Switzerland: Springer; 2017:528-538. doi:<a href=\"https://doi.org/10.1007/978-3-319-67642-5\">10.1007/978-3-319-67642-5</a>","bibtex":"@inbook{Kersting_Geierhos_2017, place={Cham, Switzerland}, series={Communications in Computer and Information Science}, title={Using Sentiment Analysis on Local Up-to-the-Minute News: An Integrated Approach}, volume={756}, DOI={<a href=\"https://doi.org/10.1007/978-3-319-67642-5\">10.1007/978-3-319-67642-5</a>}, booktitle={Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings}, publisher={Springer}, author={Kersting, Joschka and Geierhos, Michaela}, editor={Damaševičius, Robertas and Mikašytė, VilmaEditors}, year={2017}, pages={528–538}, collection={Communications in Computer and Information Science} }","apa":"Kersting, J., &#38; Geierhos, M. (2017). Using Sentiment Analysis on Local Up-to-the-Minute News: An Integrated Approach. In R. Damaševičius &#38; V. Mikašytė (Eds.), <i>Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings</i> (Vol. 756, pp. 528–538). Cham, Switzerland: Springer. <a href=\"https://doi.org/10.1007/978-3-319-67642-5\">https://doi.org/10.1007/978-3-319-67642-5</a>","ieee":"J. Kersting and M. Geierhos, “Using Sentiment Analysis on Local Up-to-the-Minute News: An Integrated Approach,” in <i>Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings</i>, vol. 756, R. Damaševičius and V. Mikašytė, Eds. Cham, Switzerland: Springer, 2017, pp. 528–538.","short":"J. Kersting, M. Geierhos, in: R. Damaševičius, V. Mikašytė (Eds.), Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings, Springer, Cham, Switzerland, 2017, pp. 528–538.","chicago":"Kersting, Joschka, and Michaela Geierhos. “Using Sentiment Analysis on Local Up-to-the-Minute News: An Integrated Approach.” In <i>Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings</i>, edited by Robertas Damaševičius and Vilma Mikašytė, 756:528–38. Communications in Computer and Information Science. Cham, Switzerland: Springer, 2017. <a href=\"https://doi.org/10.1007/978-3-319-67642-5\">https://doi.org/10.1007/978-3-319-67642-5</a>."},"ddc":["000"],"user_id":"58701","editor":[{"full_name":"Damaševičius, Robertas","first_name":"Robertas","last_name":"Damaševičius"},{"full_name":"Mikašytė, Vilma","last_name":"Mikašytė","first_name":"Vilma"}],"volume":756,"page":"528-538","publisher":"Springer","_id":"1159","has_accepted_license":"1","status":"public","conference":{"end_date":"2017-10-14","location":"Druskininkai, Lithuania","start_date":"2017-10-12","name":"23rd International Conference on Information and Software Technologies (ICIST 2017)"},"type":"book_chapter","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"file":[{"date_created":"2020-09-18T09:18:03Z","creator":"jkers","success":1,"content_type":"application/pdf","file_id":"19569","file_size":3297694,"access_level":"closed","file_name":"Kersting & Geierhos (2017), Kersting2017.pdf","date_updated":"2020-09-18T09:18:03Z","relation":"main_file"}],"date_created":"2018-01-31T15:44:15Z","abstract":[{"text":"In this paper, we present a search solution that makes local news information easily accessible. In the era of fake news, we provide an approach for accessing news information through opinion mining. This enables users to view news on the same topics from different web sources. By applying sentiment analysis on social media posts, users can better understand how issues are captured and see people’s reactions. Therefore, we provide a local search service that first localizes news articles, then visualizes their occurrence according to the frequency of mentioned topics on a heatmap and even shows the sentiment score for each text. ","lang":"eng"}],"publication":"Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings","doi":"10.1007/978-3-319-67642-5","language":[{"iso":"eng"}],"series_title":"Communications in Computer and Information Science","date_updated":"2022-01-06T06:51:04Z","publication_status":"published","intvolume":"       756","title":"Using Sentiment Analysis on Local Up-to-the-Minute News: An Integrated Approach","year":"2017","publication_identifier":{"isbn":["978-3-319-67641-8"],"eisbn":["978-3-319-67642-5"]},"author":[{"id":"58701","first_name":"Joschka","last_name":"Kersting","full_name":"Kersting, Joschka"},{"id":"42496","full_name":"Geierhos, Michaela","last_name":"Geierhos","first_name":"Michaela","orcid":"0000-0002-8180-5606"}]},{"quality_controlled":"1","file_date_updated":"2020-09-18T09:21:45Z","citation":{"ama":"Bäumer FS, Grote N, Kersting J, Geierhos M. Privacy Matters: Detecting Nocuous Patient Data Exposure in Online Physician Reviews. In: Damaševičius R, Mikašytė V, eds. <i>Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings</i>. Vol 756. Communications in Computer and Information Science. Cham, Switzerland: Springer; 2017:77-89. doi:<a href=\"https://doi.org/10.1007/978-3-319-67642-5_7\">10.1007/978-3-319-67642-5_7</a>","short":"F.S. Bäumer, N. Grote, J. Kersting, M. Geierhos, in: R. Damaševičius, V. Mikašytė (Eds.), Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings, Springer, Cham, Switzerland, 2017, pp. 77–89.","chicago":"Bäumer, Frederik Simon, Nicolai Grote, Joschka Kersting, and Michaela Geierhos. “Privacy Matters: Detecting Nocuous Patient Data Exposure in Online Physician Reviews.” In <i>Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings</i>, edited by Robertas Damaševičius and Víctor Mikašytė, 756:77–89. Communications in Computer and Information Science. Cham, Switzerland: Springer, 2017. <a href=\"https://doi.org/10.1007/978-3-319-67642-5_7\">https://doi.org/10.1007/978-3-319-67642-5_7</a>.","bibtex":"@inbook{Bäumer_Grote_Kersting_Geierhos_2017, place={Cham, Switzerland}, series={Communications in Computer and Information Science}, title={Privacy Matters: Detecting Nocuous Patient Data Exposure in Online Physician Reviews}, volume={756}, DOI={<a href=\"https://doi.org/10.1007/978-3-319-67642-5_7\">10.1007/978-3-319-67642-5_7</a>}, booktitle={Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings}, publisher={Springer}, author={Bäumer, Frederik Simon and Grote, Nicolai and Kersting, Joschka and Geierhos, Michaela}, editor={Damaševičius, Robertas and Mikašytė, VíctorEditors}, year={2017}, pages={77–89}, collection={Communications in Computer and Information Science} }","apa":"Bäumer, F. S., Grote, N., Kersting, J., &#38; Geierhos, M. (2017). Privacy Matters: Detecting Nocuous Patient Data Exposure in Online Physician Reviews. In R. Damaševičius &#38; V. Mikašytė (Eds.), <i>Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings</i> (Vol. 756, pp. 77–89). Cham, Switzerland: Springer. <a href=\"https://doi.org/10.1007/978-3-319-67642-5_7\">https://doi.org/10.1007/978-3-319-67642-5_7</a>","mla":"Bäumer, Frederik Simon, et al. “Privacy Matters: Detecting Nocuous Patient Data Exposure in Online Physician Reviews.” <i>Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings</i>, edited by Robertas Damaševičius and Víctor Mikašytė, vol. 756, Springer, 2017, pp. 77–89, doi:<a href=\"https://doi.org/10.1007/978-3-319-67642-5_7\">10.1007/978-3-319-67642-5_7</a>.","ieee":"F. S. Bäumer, N. Grote, J. Kersting, and M. Geierhos, “Privacy Matters: Detecting Nocuous Patient Data Exposure in Online Physician Reviews,” in <i>Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings</i>, vol. 756, R. Damaševičius and V. Mikašytė, Eds. Cham, Switzerland: Springer, 2017, pp. 77–89."},"place":"Cham, Switzerland","has_accepted_license":"1","status":"public","conference":{"end_date":"2017-10-14","location":"Druskininkai, Lithuania","name":"23rd International Conference on Information and Software Technologies (ICIST 2017)","start_date":"2017-10-12"},"ddc":["000"],"user_id":"58701","editor":[{"full_name":"Damaševičius, Robertas","last_name":"Damaševičius","first_name":"Robertas"},{"last_name":"Mikašytė","first_name":"Víctor","full_name":"Mikašytė, Víctor"}],"volume":756,"page":"77-89","publisher":"Springer","_id":"1161","abstract":[{"text":"Consulting a physician was long regarded as an intimate and private matter. The physician-patient relationship was perceived as sensitive and trustful. Nowadays, there is a change, as medical procedures and physicians consultations are reviewed like other services on the Internet. To allay user’s privacy doubts, physician review websites assure anonymity and the protection of private data. However, there are hundreds of reviews that reveal private information and hence enable physicians or the public to identify patients. Thus, we draw attention to the cases when de-anonymization is possible. We therefore introduce an approach that highlights private information in physician reviews for users to avoid an accidental disclosure. For this reason, we combine established natural-language-processing techniques such as named entity recognition as well as handcrafted patterns to achieve a high detection accuracy. That way, we can help websites to increase privacy protection by recognizing and uncovering apparently uncritical information in user-generated texts.","lang":"eng"}],"publication":"Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings","type":"book_chapter","keyword":["Physician Reviews","User Privacy","Nocuous Data Exposure"],"department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"file":[{"file_id":"19570","success":1,"content_type":"application/pdf","relation":"main_file","date_updated":"2020-09-18T09:21:45Z","file_name":"Bäumer et al. (2017), Bäumer2017_Original.pdf","file_size":770358,"access_level":"closed","date_created":"2020-09-18T09:21:45Z","creator":"jkers"}],"date_created":"2018-02-01T09:17:36Z","date_updated":"2022-01-06T06:51:04Z","publication_status":"published","intvolume":"       756","year":"2017","title":"Privacy Matters: Detecting Nocuous Patient Data Exposure in Online Physician Reviews","author":[{"full_name":"Bäumer, Frederik Simon","first_name":"Frederik Simon","last_name":"Bäumer","id":"38837"},{"full_name":"Grote, Nicolai","last_name":"Grote","first_name":"Nicolai"},{"id":"58701","full_name":"Kersting, Joschka","first_name":"Joschka","last_name":"Kersting"},{"full_name":"Geierhos, Michaela","last_name":"Geierhos","first_name":"Michaela","orcid":"0000-0002-8180-5606","id":"42496"}],"publication_identifier":{"isbn":["978-3-319-67641-8"],"eisbn":["978-3-319-67642-5"]},"doi":"10.1007/978-3-319-67642-5_7","language":[{"iso":"eng"}],"series_title":"Communications in Computer and Information Science"},{"file":[{"creator":"fbaeumer","date_created":"2019-01-11T11:43:23Z","date_updated":"2019-01-11T11:43:23Z","relation":"main_file","file_size":2888473,"access_level":"closed","file_name":"CSP_Chapter_GeierhosBaeumer.pdf","success":1,"content_type":"application/pdf","file_id":"6625"}],"date_created":"2017-10-17T12:41:09Z","type":"book_chapter","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"publication":"Partiality and Underspecification in Information, Languages, and Knowledge","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."}],"language":[{"iso":"eng"}],"title":"Guesswork? Resolving Vagueness in User-Generated Software Requirements","year":"2017","publication_identifier":{"isbn":["978-1- 4438-7947-7"]},"author":[{"first_name":"Michaela","orcid":"0000-0002-8180-5606","last_name":"Geierhos","full_name":"Geierhos, Michaela","id":"42496"},{"full_name":"Bäumer, Frederik Simon","last_name":"Bäumer","first_name":"Frederik Simon","id":"38837"}],"publication_status":"published","date_updated":"2022-01-06T07:04:13Z","place":"Newcastle upon Tyne, UK","file_date_updated":"2019-01-11T11:43:23Z","citation":{"mla":"Geierhos, Michaela, and Frederik Simon Bäumer. “Guesswork? Resolving Vagueness in User-Generated Software Requirements.” <i>Partiality and Underspecification in Information, Languages, and Knowledge</i>, edited by Henning  Christiansen et al., 1st ed., Cambridge Scholars Publishing, 2017, pp. 65–108.","apa":"Geierhos, M., &#38; Bäumer, F. S. (2017). Guesswork? Resolving Vagueness in User-Generated Software Requirements. In H. Christiansen, M. D. Jiménez-López, R. Loukanova, &#38; L. S. Moss (Eds.), <i>Partiality and Underspecification in Information, Languages, and Knowledge</i> (1st ed., pp. 65–108). Newcastle upon Tyne, UK: Cambridge Scholars Publishing.","ieee":"M. Geierhos and F. S. Bäumer, “Guesswork? Resolving Vagueness in User-Generated Software Requirements,” in <i>Partiality and Underspecification in Information, Languages, and Knowledge</i>, 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.","ama":"Geierhos M, Bäumer FS. Guesswork? Resolving Vagueness in User-Generated Software Requirements. In: Christiansen H, Jiménez-López MD, Loukanova R, Moss LS, eds. <i>Partiality and Underspecification in Information, Languages, and Knowledge</i>. 1st ed. Newcastle upon Tyne, UK: Cambridge Scholars Publishing; 2017:65-108.","chicago":"Geierhos, Michaela, and Frederik Simon Bäumer. “Guesswork? Resolving Vagueness in User-Generated Software Requirements.” In <i>Partiality and Underspecification in Information, Languages, and Knowledge</i>, 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.","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} }"},"quality_controlled":"1","project":[{"_id":"1","name":"SFB 901"},{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B1","_id":"9"}],"page":"65-108","_id":"93","publisher":"Cambridge Scholars Publishing","edition":"1","user_id":"38837","ddc":["004"],"editor":[{"full_name":"Christiansen, Henning ","last_name":"Christiansen","first_name":"Henning "},{"full_name":"Jiménez-López, M. Dolores","last_name":"Jiménez-López","first_name":"M. Dolores"},{"first_name":"Roussanka ","last_name":"Loukanova","full_name":"Loukanova, Roussanka "},{"full_name":"Moss, Lawrence S.","last_name":"Moss","first_name":"Lawrence S."}],"status":"public","has_accepted_license":"1"},{"date_updated":"2022-01-06T07:02:36Z","publication_status":"published","year":"2017","title":"Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements","publication_identifier":{"isbn":["978-1-4503-5158-4"]},"author":[{"last_name":"Bäumer","first_name":"Frederik Simon","full_name":"Bäumer, Frederik Simon","id":"38837"},{"first_name":"Markus","last_name":"Dollmann","full_name":"Dollmann, Markus","id":"27578"},{"id":"42496","first_name":"Michaela","last_name":"Geierhos","orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela"}],"doi":"10.1145/3121264.3121269","language":[{"iso":"eng"}],"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. "}],"publication":"Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics","type":"conference","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"file":[{"relation":"main_file","date_updated":"2018-11-02T14:27:00Z","file_name":"fsews17wama-wamamainid5.pdf","file_size":1546837,"access_level":"closed","file_id":"5272","content_type":"application/pdf","success":1,"creator":"ups","date_created":"2018-11-02T14:27:00Z"}],"date_created":"2017-10-17T12:41:02Z","has_accepted_license":"1","status":"public","conference":{"end_date":"2017-09-05","location":"Paderborn, Germany","start_date":"2017-09-05","name":"2nd ACM SIGSOFT International Workshop on App Market Analytics"},"ddc":["000"],"user_id":"477","editor":[{"last_name":"Sarro","first_name":"Federica ","full_name":"Sarro, Federica "},{"first_name":"Emad ","last_name":"Shihab","full_name":"Shihab, Emad "},{"full_name":"Nagappan, Meiyappan ","first_name":"Meiyappan ","last_name":"Nagappan"},{"full_name":"Platenius, Marie Christin","last_name":"Platenius","first_name":"Marie Christin"},{"full_name":"Kaimann, Daniel","first_name":"Daniel","last_name":"Kaimann"}],"page":"19-25","publisher":"ACM","_id":"57","quality_controlled":"1","project":[{"_id":"1","name":"SFB 901"},{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B1","_id":"9"}],"file_date_updated":"2018-11-02T14:27:00Z","citation":{"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. <i>Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics</i>. New York, NY, USA: ACM; 2017:19-25. doi:<a href=\"https://doi.org/10.1145/3121264.3121269\">10.1145/3121264.3121269</a>","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.","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 <i>Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics</i>, edited by Federica  Sarro, Emad  Shihab, Meiyappan  Nagappan, Marie Christin Platenius, and Daniel Kaimann, 19–25. New York, NY, USA: ACM, 2017. <a href=\"https://doi.org/10.1145/3121264.3121269\">https://doi.org/10.1145/3121264.3121269</a>.","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={<a href=\"https://doi.org/10.1145/3121264.3121269\">10.1145/3121264.3121269</a>}, 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} }","mla":"Bäumer, Frederik Simon, et al. “Studying Software Descriptions in SourceForge and App Stores for a Better Understanding of Real-Life Requirements.” <i>Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics</i>, edited by Federica  Sarro et al., ACM, 2017, pp. 19–25, doi:<a href=\"https://doi.org/10.1145/3121264.3121269\">10.1145/3121264.3121269</a>.","apa":"Bäumer, F. S., Dollmann, M., &#38; 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, &#38; D. Kaimann (Eds.), <i>Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics</i> (pp. 19–25). New York, NY, USA: ACM. <a href=\"https://doi.org/10.1145/3121264.3121269\">https://doi.org/10.1145/3121264.3121269</a>","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 <i>Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics</i>, Paderborn, Germany, 2017, pp. 19–25."},"place":"New York, NY, USA"},{"user_id":"14931","doi":"10.17619/UNIPB/1-157","_id":"89","language":[{"iso":"ger"}],"publisher":"Universität Paderborn","date_updated":"2022-01-06T07:04:05Z","author":[{"full_name":"Bäumer, Frederik Simon","last_name":"Bäumer","first_name":"Frederik Simon","id":"38837"}],"year":"2017","title":"Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen","status":"public","department":[{"_id":"579"},{"_id":"36"},{"_id":"1"}],"type":"dissertation","date_created":"2017-10-17T12:41:08Z","project":[{"name":"SFB 901","_id":"1"},{"_id":"9","name":"SFB 901 - Subprojekt B1"},{"name":"SFB 901 - Project Area B","_id":"3"}],"abstract":[{"text":"The vision of OTF Computing is to have the software needs of end users in the future covered by an automatic composition of existing software services. Here we focus on natural language software requirements that end users formulate and submit to OTF providers as requirement specifications. These requirements serve as the sole foundation for the composition of software; but they can be inaccurate and incomplete. Up to now, software developers have identified and corrected these deficits by using a bidirectional consolidation process. However, this type of quality assurance is no longer included in OTF Computing - the classic consolidation process is dropped. This is where this work picks up, dealing with the inaccuracies of freely formulated software design requirements. To do this, we developed the CORDULA (Compensation of Requirements Descriptions Using Linguistic Analysis) system that recognizes and compensates for language deficiencies (e.g., ambiguity, vagueness and incompleteness) in requirements written by inexperienced end users. CORDULA supports the search for suitable software services that can be combined in a composition by transferring requirement specifications into canonical core functionalities. This dissertation provides the first-ever method for holistically recording and improving language deficiencies in user-generated requirement specifications by dealing with ambiguity, incompleteness and vagueness in parallel and in sequence.","lang":"eng"}],"citation":{"chicago":"Bäumer, Frederik Simon. <i>Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen</i>. Universität Paderborn, 2017. <a href=\"https://doi.org/10.17619/UNIPB/1-157\">https://doi.org/10.17619/UNIPB/1-157</a>.","short":"F.S. Bäumer, Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen, Universität Paderborn, 2017.","apa":"Bäumer, F. S. (2017). <i>Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen</i>. Universität Paderborn. <a href=\"https://doi.org/10.17619/UNIPB/1-157\">https://doi.org/10.17619/UNIPB/1-157</a>","ieee":"F. S. Bäumer, <i>Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen</i>. Universität Paderborn, 2017.","ama":"Bäumer FS. <i>Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen</i>. Universität Paderborn; 2017. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-157\">10.17619/UNIPB/1-157</a>","bibtex":"@book{Bäumer_2017, title={Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-157\">10.17619/UNIPB/1-157</a>}, publisher={Universität Paderborn}, author={Bäumer, Frederik Simon}, year={2017} }","mla":"Bäumer, Frederik Simon. <i>Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen</i>. Universität Paderborn, 2017, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-157\">10.17619/UNIPB/1-157</a>."},"supervisor":[{"id":"42496","full_name":"Geierhos, Michaela","first_name":"Michaela","last_name":"Geierhos","orcid":"0000-0002-8180-5606"}]},{"place":"Piscataway, NJ, USA","file_date_updated":"2018-11-02T14:50:35Z","citation":{"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 <i>2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)</i>, 379–85. Piscataway, NJ, USA: IEEE, 2017. <a href=\"https://doi.org/10.1109/REW.2017.26\">https://doi.org/10.1109/REW.2017.26</a>.","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.","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 <i>2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)</i>, Lisbon, Portugal, 2017, pp. 379–385.","apa":"van Rooijen, L., Bäumer, F. S., Platenius, M. C., Geierhos, M., Hamann, H., &#38; Engels, G. (2017). From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process. In <i>2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)</i> (pp. 379–385). Piscataway, NJ, USA: IEEE. <a href=\"https://doi.org/10.1109/REW.2017.26\">https://doi.org/10.1109/REW.2017.26</a>","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={<a href=\"https://doi.org/10.1109/REW.2017.26\">10.1109/REW.2017.26</a>}, 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} }","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: <i>2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)</i>. Piscataway, NJ, USA: IEEE; 2017:379-385. doi:<a href=\"https://doi.org/10.1109/REW.2017.26\">10.1109/REW.2017.26</a>","mla":"van Rooijen, Lorijn, et al. “From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process.” <i>2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)</i>, IEEE, 2017, pp. 379–85, doi:<a href=\"https://doi.org/10.1109/REW.2017.26\">10.1109/REW.2017.26</a>."},"quality_controlled":"1","project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Subprojekt B1","_id":"9"},{"name":"SFB 901 - Project Area B","_id":"3"}],"page":"379-385","publisher":"IEEE","_id":"97","ddc":["000"],"user_id":"57458","status":"public","conference":{"end_date":"2017-09-08","start_date":"2017-09-04","name":"2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)","location":"Lisbon, Portugal"},"has_accepted_license":"1","file":[{"success":1,"content_type":"application/pdf","file_id":"5285","date_updated":"2018-11-02T14:50:35Z","relation":"main_file","file_size":433613,"access_level":"closed","file_name":"08054881.pdf","date_created":"2018-11-02T14:50:35Z","creator":"ups"}],"date_created":"2017-10-17T12:41:10Z","keyword":["Software","Unified modeling language","Requirements engineering","Ontologies","Search problems","Natural languages"],"type":"conference","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"},{"_id":"34"},{"_id":"7"},{"_id":"66"},{"_id":"238"},{"_id":"63"}],"publication":"2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)","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"}],"language":[{"iso":"eng"}],"doi":"10.1109/REW.2017.26","year":"2017","title":"From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process","author":[{"id":"58843","last_name":"van Rooijen","first_name":"Lorijn","full_name":"van Rooijen, Lorijn"},{"last_name":"Bäumer","first_name":"Frederik Simon","full_name":"Bäumer, Frederik Simon","id":"38837"},{"full_name":"Platenius, Marie Christin","last_name":"Platenius","first_name":"Marie Christin"},{"id":"42496","full_name":"Geierhos, Michaela","first_name":"Michaela","orcid":"0000-0002-8180-5606","last_name":"Geierhos"},{"full_name":"Hamann, Heiko","first_name":"Heiko","last_name":"Hamann"},{"full_name":"Engels, Gregor","last_name":"Engels","first_name":"Gregor","id":"107"}],"publication_identifier":{"eisbn":["978-1-5386-3488-2 "],"isbn":["978-1-5386-3489-9"]},"date_updated":"2022-01-06T07:04:18Z","publication_status":"published"},{"citation":{"apa":"Kim, Y.-S., Lee, S.-W., Dollmann, M., &#38; Geierhos, M. (2017). Semantic Annotation of Software Requirements with Language Frame. <i>International Journal of Software Engineering for Smart Device</i>, <i>4</i>(2), 1–6.","ieee":"Y.-S. Kim, S.-W. Lee, M. Dollmann, and M. Geierhos, “Semantic Annotation of Software Requirements with Language Frame,” <i>International Journal of Software Engineering for Smart Device</i>, vol. 4, no. 2, pp. 1–6, 2017.","chicago":"Kim, Yeong-Su, Seung-Woo  Lee, Markus Dollmann, and Michaela Geierhos. “Semantic Annotation of Software Requirements with Language Frame.” <i>International Journal of Software Engineering for Smart Device</i> 4, no. 2 (2017): 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.","mla":"Kim, Yeong-Su, et al. “Semantic Annotation of Software Requirements with Language Frame.” <i>International Journal of Software Engineering for Smart Device</i>, vol. 4, no. 2, Global Vision School Publication, 2017, pp. 1–6.","ama":"Kim Y-S, Lee S-W, Dollmann M, Geierhos M. Semantic Annotation of Software Requirements with Language Frame. <i>International Journal of Software Engineering for Smart Device</i>. 2017;4(2):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} }"},"file_date_updated":"2018-12-12T15:30:59Z","project":[{"name":"SFB 901","_id":"1"},{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B1","_id":"9"}],"quality_controlled":"1","_id":"1098","publisher":"Global Vision School Publication","page":"1-6","volume":4,"user_id":"477","ddc":["000"],"status":"public","has_accepted_license":"1","date_created":"2018-01-25T15:23:15Z","file":[{"creator":"ups","date_created":"2018-12-12T15:30:59Z","file_name":"Semantic_Annotation_of_Software_Requirements.pdf","access_level":"closed","file_size":244655,"relation":"main_file","date_updated":"2018-12-12T15:30:59Z","file_id":"6196","content_type":"application/pdf","success":1}],"department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"keyword":["Natural Language Processing","Semantic Annotation","Machine Learning"],"type":"journal_article","publication":"International Journal of Software Engineering for Smart Device","issue":"2","abstract":[{"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.","lang":"eng"}],"language":[{"iso":"eng"}],"author":[{"last_name":"Kim","first_name":"Yeong-Su","full_name":"Kim, Yeong-Su"},{"last_name":"Lee","first_name":"Seung-Woo ","full_name":"Lee, Seung-Woo "},{"id":"27578","first_name":"Markus","last_name":"Dollmann","full_name":"Dollmann, Markus"},{"last_name":"Geierhos","first_name":"Michaela","orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela","id":"42496"}],"publication_identifier":{"issn":["2205-8494"]},"year":"2017","title":"Semantic Annotation of Software Requirements with Language Frame","article_type":"original","intvolume":"         4","publication_status":"published","date_updated":"2022-01-06T06:50:55Z"},{"citation":{"bibtex":"@inbook{Geierhos_2016, edition={9}, title={Sentiment analysis }, booktitle={Encyclopedia {\\ \"a} the business informatics}, publisher={GITO-Verlag}, author={Geierhos, Michaela}, editor={Gronau,  Norbert  and  Becker, J {\\ \"o} rg and Sinz, Elmar and Suhl, L and Leimeister, Jan Marco}, year={2016} }","ama":"Geierhos M. 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Universität Paderborn."},"project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Subprojekt B1","_id":"9"},{"name":"SFB 901 - Project Area B","_id":"3"}],"date_created":"2017-10-17T12:41:30Z","type":"mastersthesis","year":"2016","title":"Frag die Anwender: Extraktion und Klassifikation von funktionalen Softwareanforderungen aus User-Generated-Content","status":"public","author":[{"id":"27578","first_name":"Markus","last_name":"Dollmann","full_name":"Dollmann, Markus"}],"date_updated":"2022-01-06T06:54:10Z","publisher":"Universität Paderborn","_id":"197","language":[{"iso":"ger"}],"user_id":"477"},{"language":[{"iso":"ger"}],"main_file_link":[{"open_access":"1","url":"https://www.researchgate.net/publication/301326011_Wie_verhalten_sich_Aktionare_bei_Unternehmenszusammenschlussen_Modellierung_sprachlicher_Muster_zur_Analyse_treibender_Faktoren_bei_der_Berichterstattung"}],"date_updated":"2022-01-06T06:51:02Z","publication_status":"published","author":[{"full_name":"Stotz, Sophia","first_name":"Sophia","last_name":"Stotz"},{"full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606","last_name":"Geierhos","first_name":"Michaela","id":"42496"}],"publication_identifier":{"isbn":["978-3-941379-05-3"]},"year":"2016","title":"Wie verhalten sich Aktionäre bei Unternehmenszusammenschlüssen? 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März 2016</i>, 378–81. Duisburg, Germany: Nisaba-Verlag, 2016.","mla":"Stotz, Sophia, and Michaela Geierhos. “Wie verhalten sich Aktionäre bei Unternehmenszusammenschlüssen? Modellierung sprachlicher Muster zur Analyse treibender Faktoren bei der Berichterstattung.” <i>DHd 2016: Modellierung - Vernetzung - Visualisierung. Die Digital Humanities als fächerübergreifendes Forschungsparadigma. Konferenzabstracts, Universität Leipzig,  7. bis 12. März 2016</i>, Nisaba-Verlag, 2016, pp. 378–81.","ama":"Stotz S, Geierhos M. Wie verhalten sich Aktionäre bei Unternehmenszusammenschlüssen? Modellierung sprachlicher Muster zur Analyse treibender Faktoren bei der Berichterstattung. In: <i>DHd 2016: Modellierung - Vernetzung - Visualisierung. Die Digital Humanities als fächerübergreifendes Forschungsparadigma. Konferenzabstracts, Universität Leipzig,  7. bis 12. März 2016</i>. 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März 2016}, publisher={Nisaba-Verlag}, author={Stotz, Sophia and Geierhos, Michaela}, year={2016}, pages={378–381} }"}},{"language":[{"iso":"ger"}],"main_file_link":[{"url":"http://www.wi-lex.de/lexikon/daten-wissen/Business-Intelligence/Analytische-Informationssysteme--Methoden-der-/webmonitoring/webmonitoring/?searchterm=webmonitoring","open_access":"1"}],"author":[{"id":"42496","full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606","last_name":"Geierhos","first_name":"Michaela"}],"title":"Webmonitoring","year":"2016","date_updated":"2022-01-06T06:51:02Z","publication_status":"published","date_created":"2018-01-31T13:49:30Z","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"type":"encyclopedia_article","keyword":["Webmonitoring"],"publication":"Enzyklopädie der Wirtschaftsinformatik","_id":"1152","edition":"9","publisher":"GITO-Verlag","editor":[{"last_name":"Gronau","first_name":"Norbert","full_name":"Gronau, Norbert"},{"last_name":"Becker","first_name":"Jörg","full_name":"Becker, Jörg"},{"first_name":"Elmar","last_name":"Sinz","full_name":"Sinz, Elmar"},{"last_name":"Suhl","first_name":"Leena","full_name":"Suhl, Leena"},{"first_name":"Jan M.","last_name":"Leimeister","full_name":"Leimeister, Jan M."}],"user_id":"13929","status":"public","place":"Berlin, Germany","oa":"1","citation":{"chicago":"Geierhos, Michaela. “Webmonitoring.” In <i>Enzyklopädie der Wirtschaftsinformatik</i>, edited by Norbert Gronau, Jörg Becker, Elmar Sinz, Leena Suhl, and Jan M. Leimeister, 9th ed. Berlin, Germany: GITO-Verlag, 2016.","short":"M. Geierhos, in: N. Gronau, J. Becker, E. Sinz, L. Suhl, J.M. Leimeister (Eds.), Enzyklopädie der Wirtschaftsinformatik, 9th ed., GITO-Verlag, Berlin, Germany, 2016.","apa":"Geierhos, M. (2016). Webmonitoring. In N. Gronau, J. Becker, E. Sinz, L. Suhl, &#38; J. M. Leimeister (Eds.), <i>Enzyklopädie der Wirtschaftsinformatik</i> (9th ed.). Berlin, Germany: GITO-Verlag.","ieee":"M. Geierhos, “Webmonitoring,” in <i>Enzyklopädie der Wirtschaftsinformatik</i>, 9th ed., N. Gronau, J. Becker, E. Sinz, L. Suhl, and J. M. Leimeister, Eds. Berlin, Germany: GITO-Verlag, 2016.","ama":"Geierhos M. Webmonitoring. In: Gronau N, Becker J, Sinz E, Suhl L, Leimeister JM, eds. <i>Enzyklopädie der Wirtschaftsinformatik</i>. 9th ed. 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