{"publisher":"CEUR-WS.org","file_date_updated":"2020-09-18T09:34:30Z","publication_status":"published","oa":"1","publication_identifier":{"issn":["1613-0073"]},"abstract":[{"text":"Physician Review Websites allow users to evaluate their experiences with health services. As these evaluations are regularly contextualized with facts from users’ private lives, they often accidentally disclose personal information on the Web. This poses a serious threat to users’ privacy. In this paper, we report on early work in progress on “Text Broom”, a tool to detect privacy breaches in user-generated texts. For this purpose, we conceptualize a pipeline which combines methods of Natural Language Processing such as Named Entity Recognition, linguistic patterns and domain-specific Machine Learning approaches which have the potential to recognize privacy violations with wide coverage. A prototypical web application is openly accesible.","lang":"eng"}],"series_title":"CEUR Workshop Proceedings","title":"Towards a Multi-Stage Approach to Detect Privacy Breaches in Physician Reviews","status":"public","_id":"4349","ddc":["000"],"editor":[{"first_name":"Ali","full_name":"Khalili, Ali","last_name":"Khalili"},{"last_name":"Koutraki","full_name":"Koutraki, Maria","first_name":"Maria"}],"intvolume":"      2198","year":"2018","type":"conference","conference":{"end_date":"2018-09-13","location":"Vienna, Austria","start_date":"2018-09-10","name":"14th International Conference on Semantic Systems (SEMANTiCS 2018)"},"publication":"Proceedings of the Posters and Demos Track of the 14th International Conference on Semantic Systems co-located with the 14th International Conference on Semantic Systems (SEMANTiCS 2018)","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"volume":2198,"author":[{"first_name":"Frederik Simon","id":"38837","full_name":"Bäumer, Frederik Simon","last_name":"Bäumer"},{"id":"58701","full_name":"Kersting, Joschka","last_name":"Kersting","first_name":"Joschka"},{"first_name":"Matthias","last_name":"Orlikowski","id":"72334","full_name":"Orlikowski, Matthias"},{"first_name":"Michaela","full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606","id":"42496","last_name":"Geierhos"}],"keyword":["Detection of Privacy Violations","Physician Reviews"],"citation":{"mla":"Bäumer, Frederik Simon, et al. “Towards a Multi-Stage Approach to Detect Privacy Breaches in Physician Reviews.” <i>Proceedings of the Posters and Demos Track of the 14th International Conference on Semantic Systems Co-Located with the 14th International Conference on Semantic Systems (SEMANTiCS 2018)</i>, edited by Ali Khalili and Maria Koutraki, vol. 2198, 97, CEUR-WS.org, 2018.","short":"F.S. Bäumer, J. Kersting, M. Orlikowski, M. Geierhos, in: A. Khalili, M. Koutraki (Eds.), Proceedings of the Posters and Demos Track of the 14th International Conference on Semantic Systems Co-Located with the 14th International Conference on Semantic Systems (SEMANTiCS 2018), CEUR-WS.org, 2018.","apa":"Bäumer, F. S., Kersting, J., Orlikowski, M., &#38; Geierhos, M. (2018). Towards a Multi-Stage Approach to Detect Privacy Breaches in Physician Reviews. In A. Khalili &#38; M. Koutraki (Eds.), <i>Proceedings of the Posters and Demos Track of the 14th International Conference on Semantic Systems co-located with the 14th International Conference on Semantic Systems (SEMANTiCS 2018)</i> (Vol. 2198). Vienna, Austria: CEUR-WS.org.","ieee":"F. S. Bäumer, J. Kersting, M. Orlikowski, and M. Geierhos, “Towards a Multi-Stage Approach to Detect Privacy Breaches in Physician Reviews,” in <i>Proceedings of the Posters and Demos Track of the 14th International Conference on Semantic Systems co-located with the 14th International Conference on Semantic Systems (SEMANTiCS 2018)</i>, Vienna, Austria, 2018, vol. 2198.","chicago":"Bäumer, Frederik Simon, Joschka Kersting, Matthias Orlikowski, and Michaela Geierhos. “Towards a Multi-Stage Approach to Detect Privacy Breaches in Physician Reviews.” In <i>Proceedings of the Posters and Demos Track of the 14th International Conference on Semantic Systems Co-Located with the 14th International Conference on Semantic Systems (SEMANTiCS 2018)</i>, edited by Ali Khalili and Maria Koutraki, Vol. 2198. CEUR Workshop Proceedings. CEUR-WS.org, 2018.","bibtex":"@inproceedings{Bäumer_Kersting_Orlikowski_Geierhos_2018, series={CEUR Workshop Proceedings}, title={Towards a Multi-Stage Approach to Detect Privacy Breaches in Physician Reviews}, volume={2198}, number={97}, booktitle={Proceedings of the Posters and Demos Track of the 14th International Conference on Semantic Systems co-located with the 14th International Conference on Semantic Systems (SEMANTiCS 2018)}, publisher={CEUR-WS.org}, author={Bäumer, Frederik Simon and Kersting, Joschka and Orlikowski, Matthias and Geierhos, Michaela}, editor={Khalili, Ali and Koutraki, MariaEditors}, year={2018}, collection={CEUR Workshop Proceedings} }","ama":"Bäumer FS, Kersting J, Orlikowski M, Geierhos M. Towards a Multi-Stage Approach to Detect Privacy Breaches in Physician Reviews. In: Khalili A, Koutraki M, eds. <i>Proceedings of the Posters and Demos Track of the 14th International Conference on Semantic Systems Co-Located with the 14th International Conference on Semantic Systems (SEMANTiCS 2018)</i>. Vol 2198. CEUR Workshop Proceedings. CEUR-WS.org; 2018."},"article_number":"97","main_file_link":[{"open_access":"1","url":"http://ceur-ws.org/Vol-2198/paper_97.pdf"}],"user_id":"58701","language":[{"iso":"eng"}],"date_created":"2018-09-03T12:04:24Z","has_accepted_license":"1","file":[{"content_type":"application/pdf","date_updated":"2020-09-18T09:34:30Z","relation":"main_file","file_name":"Bäumer et al. (2018), Baeumer2018c.pdf","file_size":434664,"file_id":"19579","access_level":"closed","date_created":"2020-09-18T09:34:30Z","creator":"jkers","success":1}],"date_updated":"2022-01-06T07:00:57Z"}