--- _id: '176' abstract: - lang: eng text: Users prefer natural language software requirements because of their usability and accessibility. When they describe their wishes for software development, they often provide off-topic information. We therefore present an automated approach for identifying and semantically annotating the on-topic parts of the given descriptions. It is designed to support requirement engineers in the requirement elicitation process on detecting and analyzing requirements in user-generated content. Since no lexical resources with domain-specific information about requirements are available, we created a corpus of requirements written in controlled language by instructed users and uncontrolled language by uninstructed users. We annotated these requirements regarding predicate-argument structures, conditions, priorities, motivations and semantic roles and used this information to train classifiers for information extraction purposes. The approach achieves an accuracy of 92% for the on- and off-topic classification task and an F1-measure of 72% for the semantic annotation. author: - first_name: Markus full_name: Dollmann, Markus id: '27578' last_name: Dollmann - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 citation: ama: 'Dollmann M, Geierhos M. On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements. In: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP). Austin, TX, USA: Association for Computational Linguistics (ACL); 2016:1807-1816.' apa: 'Dollmann, M., & Geierhos, M. (2016). On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements. In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP) (pp. 1807–1816). Austin, TX, USA: Association for Computational Linguistics (ACL).' bibtex: '@inproceedings{Dollmann_Geierhos_2016, place={Austin, TX, USA}, title={On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements}, booktitle={Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP)}, publisher={Association for Computational Linguistics (ACL)}, author={Dollmann, Markus and Geierhos, Michaela}, year={2016}, pages={1807–1816} }' chicago: 'Dollmann, Markus, and Michaela Geierhos. “On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements.” In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP), 1807–16. Austin, TX, USA: Association for Computational Linguistics (ACL), 2016.' ieee: M. Dollmann and M. Geierhos, “On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements,” in Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP), Austin, TX, USA, 2016, pp. 1807–1816. mla: Dollmann, Markus, and Michaela Geierhos. “On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements.” Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP), Association for Computational Linguistics (ACL), 2016, pp. 1807–16. short: 'M. Dollmann, M. Geierhos, in: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP), Association for Computational Linguistics (ACL), Austin, TX, USA, 2016, pp. 1807–1816.' conference: end_date: 2016-11-05 location: Austin, TX, USA name: Conference on Empirical Methods in Natural Language Processing (EMNLP 2016) start_date: 2016-11-01 date_created: 2017-10-17T12:41:26Z date_updated: 2022-01-06T06:53:15Z ddc: - '040' department: - _id: '36' - _id: '1' - _id: '579' file: - access_level: closed content_type: application/pdf creator: florida date_created: 2018-03-21T12:33:48Z date_updated: 2018-03-21T12:33:48Z file_id: '1535' file_name: 176-D16-1186.pdf file_size: 259495 relation: main_file success: 1 file_date_updated: 2018-03-21T12:33:48Z has_accepted_license: '1' language: - iso: eng main_file_link: - open_access: '1' url: https://www.aclweb.org/anthology/D16-1186 oa: '1' page: 1807-1816 place: Austin, TX, USA project: - _id: '1' name: SFB 901 - _id: '3' name: SFB 901 - Project Area B - _id: '9' name: SFB 901 - Subproject B1 publication: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP) publication_status: published publisher: Association for Computational Linguistics (ACL) quality_controlled: '1' status: public title: On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements type: conference user_id: '15504' year: '2016' ... --- _id: '191' abstract: - lang: eng text: One purpose of requirement refinement is that higher-level requirements have to be translated to something usable by developers. Since customer requirements are often written in natural language by end users, they lack precision, completeness and consistency. Although user stories are often used in the requirement elicitation process in order to describe the possibilities how to interact with the software, there is always something unspoken. Here, we present techniques how to automatically refine vague software descriptions. Thus, we can bridge the gap by first revising natural language utterances from higher-level to more detailed customer requirements, before functionality matters. We therefore focus on the resolution of semantically incomplete user-generated sentences (i.e. non-instantiated arguments of predicates) and provide ontology-based gap-filling suggestions how to complete unverbalized information in the user’s demand. author: - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 - first_name: Frederik Simon full_name: Bäumer, Frederik Simon id: '38837' last_name: Bäumer citation: ama: 'Geierhos M, Bäumer FS. How to Complete Customer Requirements: Using Concept Expansion for Requirement Refinement. In: Métais E, Meziane F, Saraee M, Sugumaran V, Vadera S, eds. Proceedings of the 21st International Conference on Applications of Natural Language to Information Systems (NLDB). Vol 9612. Lecture Notes in Computer Science. Cham, Switzerland: Springer; 2016:37-47. doi:10.1007/978-3-319-41754-7_4' apa: 'Geierhos, M., & Bäumer, F. S. (2016). How to Complete Customer Requirements: Using Concept Expansion for Requirement Refinement. In E. Métais, F. Meziane, M. Saraee, V. Sugumaran, & S. Vadera (Eds.), Proceedings of the 21st International Conference on Applications of Natural Language to Information Systems (NLDB) (Vol. 9612, pp. 37–47). Cham, Switzerland: Springer. https://doi.org/10.1007/978-3-319-41754-7_4' bibtex: '@inproceedings{Geierhos_Bäumer_2016, place={Cham, Switzerland}, series={Lecture Notes in Computer Science}, title={How to Complete Customer Requirements: Using Concept Expansion for Requirement Refinement}, volume={9612}, DOI={10.1007/978-3-319-41754-7_4}, booktitle={Proceedings of the 21st International Conference on Applications of Natural Language to Information Systems (NLDB)}, publisher={Springer}, author={Geierhos, Michaela and Bäumer, Frederik Simon}, editor={Métais, Elisabeth and Meziane, Farid and Saraee, Mohamad and Sugumaran, Vijayan and Vadera, Sunil Editors}, year={2016}, pages={37–47}, collection={Lecture Notes in Computer Science} }' chicago: 'Geierhos, Michaela, and Frederik Simon Bäumer. “How to Complete Customer Requirements: Using Concept Expansion for Requirement Refinement.” In Proceedings of the 21st International Conference on Applications of Natural Language to Information Systems (NLDB), edited by Elisabeth Métais, Farid Meziane, Mohamad Saraee, Vijayan Sugumaran, and Sunil Vadera, 9612:37–47. Lecture Notes in Computer Science. Cham, Switzerland: Springer, 2016. https://doi.org/10.1007/978-3-319-41754-7_4.' ieee: 'M. Geierhos and F. S. Bäumer, “How to Complete Customer Requirements: Using Concept Expansion for Requirement Refinement,” in Proceedings of the 21st International Conference on Applications of Natural Language to Information Systems (NLDB), Salford, UK, 2016, vol. 9612, pp. 37–47.' mla: 'Geierhos, Michaela, and Frederik Simon Bäumer. “How to Complete Customer Requirements: Using Concept Expansion for Requirement Refinement.” Proceedings of the 21st International Conference on Applications of Natural Language to Information Systems (NLDB), edited by Elisabeth Métais et al., vol. 9612, Springer, 2016, pp. 37–47, doi:10.1007/978-3-319-41754-7_4.' short: 'M. Geierhos, F.S. Bäumer, in: E. Métais, F. Meziane, M. Saraee, V. Sugumaran, S. Vadera (Eds.), Proceedings of the 21st International Conference on Applications of Natural Language to Information Systems (NLDB), Springer, Cham, Switzerland, 2016, pp. 37–47.' conference: end_date: 2016-06-24 location: Salford, UK name: 21st International Conference on Applications of Natural Language to Information Systems (NLDB 2016) start_date: 2016-06-22 date_created: 2017-10-17T12:41:29Z date_updated: 2022-01-06T06:53:58Z ddc: - '040' department: - _id: '36' - _id: '1' - _id: '579' doi: 10.1007/978-3-319-41754-7_4 editor: - first_name: 'Elisabeth ' full_name: 'Métais, Elisabeth ' last_name: Métais - first_name: 'Farid ' full_name: 'Meziane, Farid ' last_name: Meziane - first_name: 'Mohamad ' full_name: 'Saraee, Mohamad ' last_name: Saraee - first_name: 'Vijayan ' full_name: 'Sugumaran, Vijayan ' last_name: Sugumaran - first_name: 'Sunil ' full_name: 'Vadera, Sunil ' last_name: Vadera file: - access_level: closed content_type: application/pdf creator: florida date_created: 2018-03-21T12:29:37Z date_updated: 2018-03-21T12:29:37Z file_id: '1528' file_name: 191-chp_3A10.1007_2F978-3-319-41754-7_4.pdf file_size: 1499075 relation: main_file success: 1 file_date_updated: 2018-03-21T12:29:37Z has_accepted_license: '1' intvolume: ' 9612' keyword: - Requirement refinement - Concept expansion - Ontology-based instantiation of predicate-argument structure language: - iso: eng page: 37-47 place: Cham, Switzerland project: - _id: '1' name: SFB 901 - _id: '3' name: SFB 901 - Project Area B - _id: '9' name: SFB 901 - Subproject B1 publication: Proceedings of the 21st International Conference on Applications of Natural Language to Information Systems (NLDB) publication_identifier: eisbn: - 978-3-319-41754-7 isbn: - 978-3-319-41753-0 publication_status: published publisher: Springer quality_controlled: '1' series_title: Lecture Notes in Computer Science status: public title: 'How to Complete Customer Requirements: Using Concept Expansion for Requirement Refinement' type: conference user_id: '477' volume: 9612 year: '2016' ... --- _id: '158' abstract: - lang: eng text: 'While requirements focus on how the user interacts with the system, user stories concentrate on the purpose of software features. But in practice, functional requirements are also described in user stories. For this reason, requirements clarification is needed, especially when they are written in natural language and do not stick to any templates (e.g., "as an X, I want Y so that Z ..."). However, there is a lot of implicit knowledge that is not expressed in words. As a result, natural language requirements descriptions may suffer from incompleteness. Existing approaches try to formalize natural language or focus only on entirely missing and not on deficient requirements. In this paper, we therefore present an approach to detect knowledge gaps in user-generated software requirements for interactive requirement clarification: We provide tailored suggestions to the users in order to get more precise descriptions. For this purpose, we identify not fully instantiated predicate argument structures in requirements written in natural language and use context information to realize what was meant by the user.' author: - first_name: Frederik Simon full_name: Bäumer, Frederik Simon id: '38837' last_name: Bäumer - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 citation: ama: 'Bäumer FS, Geierhos M. Running out of Words: How Similar User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions. In: Dregvaite G, Damasevicius R, eds. Proceedings of the 22nd International Conference on Information and Software Technologies (ICIST). Vol 639. Communications in Computer and Information Science. Cham, Switzerland: Springer; 2016:549-558. doi:10.1007/978-3-319-46254-7_44' apa: 'Bäumer, F. S., & Geierhos, M. (2016). Running out of Words: How Similar User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions. In G. Dregvaite & R. Damasevicius (Eds.), Proceedings of the 22nd International Conference on Information and Software Technologies (ICIST) (Vol. 639, pp. 549–558). Cham, Switzerland: Springer. https://doi.org/10.1007/978-3-319-46254-7_44' bibtex: '@inproceedings{Bäumer_Geierhos_2016, place={Cham, Switzerland}, series={Communications in Computer and Information Science}, title={Running out of Words: How Similar User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions}, volume={639}, DOI={10.1007/978-3-319-46254-7_44}, booktitle={Proceedings of the 22nd International Conference on Information and Software Technologies (ICIST)}, publisher={Springer}, author={Bäumer, Frederik Simon and Geierhos, Michaela}, editor={Dregvaite, Giedre and Damasevicius, Robertas Editors}, year={2016}, pages={549–558}, collection={Communications in Computer and Information Science} }' chicago: 'Bäumer, Frederik Simon, and Michaela Geierhos. “Running out of Words: How Similar User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions.” In Proceedings of the 22nd International Conference on Information and Software Technologies (ICIST), edited by Giedre Dregvaite and Robertas Damasevicius, 639:549–58. Communications in Computer and Information Science. Cham, Switzerland: Springer, 2016. https://doi.org/10.1007/978-3-319-46254-7_44.' ieee: 'F. S. Bäumer and M. Geierhos, “Running out of Words: How Similar User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions,” in Proceedings of the 22nd International Conference on Information and Software Technologies (ICIST), Druskininkai, Lithuania, 2016, vol. 639, pp. 549–558.' mla: 'Bäumer, Frederik Simon, and Michaela Geierhos. “Running out of Words: How Similar User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions.” Proceedings of the 22nd International Conference on Information and Software Technologies (ICIST), edited by Giedre Dregvaite and Robertas Damasevicius, vol. 639, Springer, 2016, pp. 549–58, doi:10.1007/978-3-319-46254-7_44.' short: 'F.S. Bäumer, M. Geierhos, in: G. Dregvaite, R. Damasevicius (Eds.), Proceedings of the 22nd International Conference on Information and Software Technologies (ICIST), Springer, Cham, Switzerland, 2016, pp. 549–558.' conference: end_date: 2016-10-15 location: Druskininkai, Lithuania name: 22nd International Conference on Information and Software Technologies (ICIST 2016) start_date: 2016-10-13 date_created: 2017-10-17T12:41:22Z date_updated: 2022-01-06T06:52:34Z ddc: - '040' department: - _id: '36' - _id: '1' - _id: '579' doi: 10.1007/978-3-319-46254-7_44 editor: - first_name: 'Giedre ' full_name: 'Dregvaite, Giedre ' last_name: Dregvaite - first_name: 'Robertas ' full_name: 'Damasevicius, Robertas ' last_name: Damasevicius file: - access_level: closed content_type: application/pdf creator: florida date_created: 2018-03-21T12:49:38Z date_updated: 2018-03-21T12:49:38Z file_id: '1548' file_name: 158-06390044.pdf file_size: 860232 relation: main_file success: 1 file_date_updated: 2018-03-21T12:49:38Z has_accepted_license: '1' intvolume: ' 639' keyword: - Natural language requirements clarification - Syntactically incomplete requirements - Compensatory user stories language: - iso: eng page: 549-558 place: Cham, Switzerland project: - _id: '1' name: SFB 901 - _id: '3' name: SFB 901 - Project Area B - _id: '9' name: SFB 901 - Subproject B1 publication: Proceedings of the 22nd International Conference on Information and Software Technologies (ICIST) publication_identifier: eisbn: - 978-3-319-46254-7 isbn: - 978-3-319-46253-0 publication_status: published publisher: Springer quality_controlled: '1' series_title: Communications in Computer and Information Science status: public title: 'Running out of Words: How Similar User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions' type: conference user_id: '477' volume: 639 year: '2016' ... --- _id: '25408' author: - first_name: Frederik Simon full_name: Baeumer, Frederik Simon last_name: Baeumer - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 - first_name: Sabine full_name: Schulze, Sabine last_name: Schulze citation: ama: 'Baeumer FS, Geierhos M, Schulze S. A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews. In: Information and Software Technologies: 21th International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015, Proceedings. Vol 538. 1st ed. Communications in Computer and Information Science. Springer International Publishing; 2015:3-15.' apa: 'Baeumer, F. S., Geierhos, M., & Schulze, S. (2015). A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews. In Information and Software Technologies: 21th International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015, Proceedings (1st ed., Vol. 538, pp. 3–15). Springer International Publishing.' bibtex: '@inbook{Baeumer_Geierhos_Schulze_2015, edition={1}, series={Communications in Computer and Information Science}, title={A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews}, volume={538}, booktitle={Information and Software Technologies: 21th International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015, Proceedings}, publisher={Springer International Publishing}, author={Baeumer, Frederik Simon and Geierhos, Michaela and Schulze, Sabine}, year={2015}, pages={3–15}, collection={Communications in Computer and Information Science} }' chicago: 'Baeumer, Frederik Simon, Michaela Geierhos, and Sabine Schulze. “A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews.” In Information and Software Technologies: 21th International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015, Proceedings, 1st ed., 538:3–15. Communications in Computer and Information Science. Springer International Publishing, 2015.' ieee: 'F. S. Baeumer, M. Geierhos, and S. Schulze, “A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews,” in Information and Software Technologies: 21th International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015, Proceedings, 1st ed., vol. 538, Springer International Publishing, 2015, pp. 3–15.' mla: 'Baeumer, Frederik Simon, et al. “A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews.” Information and Software Technologies: 21th International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015, Proceedings, 1st ed., vol. 538, Springer International Publishing, 2015, pp. 3–15.' short: 'F.S. Baeumer, M. Geierhos, S. Schulze, in: Information and Software Technologies: 21th International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015, Proceedings, 1st ed., Springer International Publishing, 2015, pp. 3–15.' date_created: 2021-10-04T23:43:21Z date_updated: 2022-01-06T06:57:03Z department: - _id: '671' edition: '1' intvolume: ' 538' language: - iso: eng page: 3-15 publication: 'Information and Software Technologies: 21th International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015, Proceedings' publication_identifier: isbn: - '978-3-319-24769-4 ' publication_status: published publisher: Springer International Publishing series_title: Communications in Computer and Information Science status: public title: A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews type: book_chapter user_id: '71124' volume: 538 year: '2015' ... --- _id: '25409' author: - first_name: Frederik Simon full_name: Baeumer, Frederik Simon last_name: Baeumer - first_name: Markus full_name: Dollmann, Markus id: '27578' last_name: Dollmann - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 citation: ama: 'Baeumer FS, Dollmann M, Geierhos M. Find a Physician by Matching Medical Needs described in your Own Words. In: Vol 63. Elsevier; 2015:417-424.' apa: Baeumer, F. S., Dollmann, M., & Geierhos, M. (2015). Find a Physician by Matching Medical Needs described in your Own Words. 63, 417–424. bibtex: '@inproceedings{Baeumer_Dollmann_Geierhos_2015, place={Berlin}, title={Find a Physician by Matching Medical Needs described in your Own Words}, volume={63}, publisher={Elsevier}, author={Baeumer, Frederik Simon and Dollmann, Markus and Geierhos, Michaela}, year={2015}, pages={417–424} }' chicago: 'Baeumer, Frederik Simon, Markus Dollmann, and Michaela Geierhos. “Find a Physician by Matching Medical Needs Described in Your Own Words,” 63:417–24. Berlin: Elsevier, 2015.' ieee: F. S. Baeumer, M. Dollmann, and M. Geierhos, “Find a Physician by Matching Medical Needs described in your Own Words,” 2015, vol. 63, pp. 417–424. mla: Baeumer, Frederik Simon, et al. Find a Physician by Matching Medical Needs Described in Your Own Words. Elsevier, 2015, pp. 417–24. short: 'F.S. Baeumer, M. Dollmann, M. Geierhos, in: Elsevier, Berlin, 2015, pp. 417–424.' conference: name: ' 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2015)' date_created: 2021-10-04T23:48:15Z date_updated: 2022-01-06T06:57:03Z department: - _id: '671' intvolume: ' 63' language: - iso: eng page: 417-424 place: Berlin publication_identifier: issn: - 1877-0509 publisher: Elsevier status: public title: Find a Physician by Matching Medical Needs described in your Own Words type: conference user_id: '71124' volume: 63 year: '2015' ... --- _id: '25411' author: - first_name: ' Michaela' full_name: Geierhos, Michaela last_name: Geierhos - first_name: Sabine full_name: Schulze, Sabine last_name: Schulze - first_name: Frederik Simon full_name: Baeumer, Frederik Simon last_name: Baeumer citation: ama: 'Geierhos Michaela, Schulze S, Baeumer FS. Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0. In: Working Papers Des KVF NRW. Vol 3. ; 2015.' apa: 'Geierhos, Michaela, Schulze, S., & Baeumer, F. S. (2015). Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0. Working Papers Des KVF NRW, 3.' bibtex: '@inproceedings{Geierhos_Schulze_Baeumer_2015, place={D{\"u}sseldorf}, title={Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0.}, volume={3}, booktitle={Working Papers des KVF NRW}, author={Geierhos, Michaela and Schulze, Sabine and Baeumer, Frederik Simon}, year={2015} }' chicago: 'Geierhos, Michaela, Sabine Schulze, and Frederik Simon Baeumer. “Der Zufriedene Patient 2.0: Analyse Anonymer Arztbewertungen Im Web 2.0.” In Working Papers Des KVF NRW, Vol. 3. D{\"u}sseldorf, 2015.' ieee: 'Michaela Geierhos, S. Schulze, and F. S. Baeumer, “Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0.,” in Working Papers des KVF NRW, 2015, vol. 3.' mla: 'Geierhos, Michaela, et al. “Der Zufriedene Patient 2.0: Analyse Anonymer Arztbewertungen Im Web 2.0.” Working Papers Des KVF NRW, vol. 3, 2015.' short: 'Michaela Geierhos, S. Schulze, F.S. Baeumer, in: Working Papers Des KVF NRW, D{\"u}sseldorf, 2015.' date_created: 2021-10-05T00:04:06Z date_updated: 2022-01-06T06:57:04Z department: - _id: '671' intvolume: ' 3' language: - iso: eng place: D{\"u}sseldorf publication: Working Papers des KVF NRW status: public title: 'Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0.' type: conference user_id: '71124' volume: 3 year: '2015' ... --- _id: '25413' author: - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 - first_name: ' Frederik Simon ' full_name: ' Baeumer, Frederik Simon ' last_name: ' Baeumer' - first_name: Schulze full_name: ' Sabine, Schulze' last_name: ' Sabine' - first_name: Stu{\ss} full_name: Valentina, Stu{\ss} last_name: Valentina citation: ama: 'Geierhos M, Baeumer Frederik Simon , Sabine S, Valentina S. Filtering Reviews by Random Individual Error. In: Ali M, Kwon YS, Lee C-H, Kim J, Kim Y, eds. Current Approaches in Applied Artificial Intelligence, Lecture Notes in Computer Science. Vol 9101. Lecture Notes in Computer Science. Springer International Publishing Switzerland; 2015:305-315.' apa: Geierhos, M., Baeumer, Frederik Simon , Sabine, S., & Valentina, S. (2015). Filtering Reviews by Random Individual Error. In M. Ali, Y. S. Kwon, C.-H. Lee, J. Kim, & Y. Kim (Eds.), Current Approaches in Applied Artificial Intelligence, Lecture Notes in Computer Science (Vol. 9101, pp. 305–315). Springer International Publishing Switzerland. bibtex: '@inbook{Geierhos_ Baeumer_ Sabine_Valentina_2015, place={Switzerland}, series={Lecture Notes in Computer Science}, title={Filtering Reviews by Random Individual Error}, volume={9101}, booktitle={Current Approaches in Applied Artificial Intelligence, Lecture Notes in Computer Science}, publisher={Springer International Publishing Switzerland}, author={Geierhos, Michaela and Baeumer, Frederik Simon and Sabine, Schulze and Valentina, Stu{\ss}}, editor={Ali, Moonis and Kwon, Young Sig and Lee, Chang-Hwan and Kim, Juntae and Kim, Yongdai}, year={2015}, pages={305–315}, collection={Lecture Notes in Computer Science} }' chicago: 'Geierhos, Michaela, Frederik Simon Baeumer, Schulze Sabine, and Stu{\ss} Valentina. “Filtering Reviews by Random Individual Error.” In Current Approaches in Applied Artificial Intelligence, Lecture Notes in Computer Science, edited by Moonis Ali, Young Sig Kwon, Chang-Hwan Lee, Juntae Kim, and Yongdai Kim, 9101:305–15. Lecture Notes in Computer Science. Switzerland: Springer International Publishing Switzerland, 2015.' ieee: 'M. Geierhos, Frederik Simon Baeumer, S. Sabine, and S. Valentina, “Filtering Reviews by Random Individual Error,” in Current Approaches in Applied Artificial Intelligence, Lecture Notes in Computer Science, vol. 9101, M. Ali, Y. S. Kwon, C.-H. Lee, J. Kim, and Y. Kim, Eds. Switzerland: Springer International Publishing Switzerland, 2015, pp. 305–315.' mla: Geierhos, Michaela, et al. “Filtering Reviews by Random Individual Error.” Current Approaches in Applied Artificial Intelligence, Lecture Notes in Computer Science, edited by Moonis Ali et al., vol. 9101, Springer International Publishing Switzerland, 2015, pp. 305–15. short: 'M. Geierhos, Frederik Simon Baeumer, S. Sabine, S. Valentina, in: M. Ali, Y.S. Kwon, C.-H. Lee, J. Kim, Y. Kim (Eds.), Current Approaches in Applied Artificial Intelligence, Lecture Notes in Computer Science, Springer International Publishing Switzerland, Switzerland, 2015, pp. 305–315.' date_created: 2021-10-05T00:20:17Z date_updated: 2022-01-06T06:57:04Z department: - _id: '671' editor: - first_name: Moonis full_name: Ali, Moonis last_name: Ali - first_name: 'Young Sig ' full_name: 'Kwon, Young Sig ' last_name: Kwon - first_name: 'Chang-Hwan ' full_name: 'Lee, Chang-Hwan ' last_name: Lee - first_name: Juntae full_name: Kim, Juntae last_name: Kim - first_name: Yongdai full_name: ' Kim, Yongdai' last_name: ' Kim' intvolume: ' 9101' language: - iso: eng page: 305-315 place: Switzerland publication: Current Approaches in Applied Artificial Intelligence, Lecture Notes in Computer Science publication_identifier: isbn: - 978-3-319-19065-5 publication_status: published publisher: Springer International Publishing Switzerland series_title: Lecture Notes in Computer Science status: public title: Filtering Reviews by Random Individual Error type: book_chapter user_id: '71124' volume: 9101 year: '2015' ... --- _id: '25414' author: - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 - first_name: ' Frederik Simon ' full_name: 'Baeumer, Frederik Simon ' last_name: Baeumer - first_name: Sabine full_name: Schulze, Sabine last_name: Schulze - first_name: ' Valentina' full_name: Stu{\ss}, Valentina last_name: Stu{\ss} citation: ama: 'Geierhos M, Baeumer Frederik Simon , Schulze S, Stu{\ss} Valentina. I grade what I get but write what I think." Inconsistency Analysis in Patients‘ Reviews. In: ECIS 2015 Completed Research Papers. ; 2015.' apa: Geierhos, M., Baeumer, Frederik Simon , Schulze, S., & Stu{\ss}, Valentina. (2015). I grade what I get but write what I think." Inconsistency Analysis in Patients‘ Reviews. ECIS 2015 Completed Research Papers. bibtex: '@inproceedings{Geierhos_Baeumer_Schulze_Stu{\ss}_2015, title={I grade what I get but write what I think." Inconsistency Analysis in Patients‘ Reviews}, booktitle={ECIS 2015 Completed Research Papers}, author={Geierhos, Michaela and Baeumer, Frederik Simon and Schulze, Sabine and Stu{\ss}, Valentina}, year={2015} }' chicago: Geierhos, Michaela, Frederik Simon Baeumer, Sabine Schulze, and Valentina Stu{\ss}. “I Grade What I Get but Write What I Think." Inconsistency Analysis in Patients‘ Reviews.” In ECIS 2015 Completed Research Papers, 2015. ieee: M. Geierhos, Frederik Simon Baeumer, S. Schulze, and Valentina Stu{\ss}, “I grade what I get but write what I think." Inconsistency Analysis in Patients‘ Reviews,” 2015. mla: Geierhos, Michaela, et al. “I Grade What I Get but Write What I Think." Inconsistency Analysis in Patients‘ Reviews.” ECIS 2015 Completed Research Papers, 2015. short: 'M. Geierhos, Frederik Simon Baeumer, S. Schulze, Valentina Stu{\ss}, in: ECIS 2015 Completed Research Papers, 2015.' date_created: 2021-10-05T00:32:16Z date_updated: 2022-01-06T06:57:04Z department: - _id: '671' language: - iso: eng publication: ECIS 2015 Completed Research Papers publication_status: published status: public title: I grade what I get but write what I think." Inconsistency Analysis in Patients‘ Reviews type: conference user_id: '71124' year: '2015' ... --- _id: '25587' alternative_title: - Book of Abstracts der DHd-Tagung 2015 author: - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 - first_name: Valentina full_name: Stu{\ss}, Valentina last_name: Stu{\ss} citation: ama: 'Geierhos M, Stu{\ss} V. Identifikation kognitiver Effekte in Online-Bewertungen. In: ; 2015:239-243.' apa: Geierhos, M., & Stu{\ss}, V. (2015). Identifikation kognitiver Effekte in Online-Bewertungen. 239–243. bibtex: '@inproceedings{Geierhos_Stu{\ss}_2015, place={Graz}, title={Identifikation kognitiver Effekte in Online-Bewertungen}, author={Geierhos, Michaela and Stu{\ss}, Valentina}, year={2015}, pages={239–243} }' chicago: Geierhos, Michaela, and Valentina Stu{\ss}. “Identifikation Kognitiver Effekte in Online-Bewertungen,” 239–43. Graz, 2015. ieee: M. Geierhos and V. Stu{\ss}, “Identifikation kognitiver Effekte in Online-Bewertungen,” 2015, pp. 239–243. mla: Geierhos, Michaela, and Valentina Stu{\ss}. Identifikation Kognitiver Effekte in Online-Bewertungen. 2015, pp. 239–43. short: 'M. Geierhos, V. Stu{\ss}, in: Graz, 2015, pp. 239–243.' date_created: 2021-10-06T15:09:43Z date_updated: 2022-01-06T06:57:07Z department: - _id: '671' language: - iso: eng page: 239-243 place: Graz publication_status: published status: public title: Identifikation kognitiver Effekte in Online-Bewertungen type: conference user_id: '71124' year: '2015' ... --- _id: '25588' alternative_title: - Book of Abstracts of the DHd Conference 2015 author: - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 - first_name: Frederik Simon full_name: Baeumer, Frederik Simon last_name: Baeumer citation: ama: 'Geierhos M, Baeumer FS. Second-hand experience reports: Findings {\ "about the authorship of doctor reviews in online portals. In: ; 2015:69-72.' apa: 'Geierhos, M., & Baeumer, F. S. (2015). Second-hand experience reports: Findings {\ "about the authorship of doctor reviews in online portals. 69–72.' bibtex: '@inproceedings{Geierhos_Baeumer_2015, place={Graz}, title={Second-hand experience reports: Findings {\ "about the authorship of doctor reviews in online portals}, author={Geierhos, Michaela and Baeumer, Frederik Simon}, year={2015}, pages={69–72} }' chicago: 'Geierhos, Michaela, and Frederik Simon Baeumer. “Second-Hand Experience Reports: Findings {\ "about the Authorship of Doctor Reviews in Online Portals,” 69–72. Graz, 2015.' ieee: 'M. Geierhos and F. S. Baeumer, “Second-hand experience reports: Findings {\ "about the authorship of doctor reviews in online portals,” 2015, pp. 69–72.' mla: 'Geierhos, Michaela, and Frederik Simon Baeumer. Second-Hand Experience Reports: Findings {\ "about the Authorship of Doctor Reviews in Online Portals. 2015, pp. 69–72.' short: 'M. Geierhos, F.S. Baeumer, in: Graz, 2015, pp. 69–72.' date_created: 2021-10-06T15:12:49Z date_updated: 2022-01-06T06:57:07Z department: - _id: '671' language: - iso: eng page: 69-72 place: Graz publication_status: published status: public title: 'Second-hand experience reports: Findings {\ "about the authorship of doctor reviews in online portals' type: conference user_id: '71124' year: '2015' ... --- _id: '25589' author: - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 - first_name: Sabine full_name: ' Schulze, Sabine' last_name: ' Schulze' - first_name: ' Frederik Simon' full_name: Baeumer, Frederik Simon last_name: Baeumer citation: ama: 'Geierhos M, Schulze S, Baeumer Frederik Simon. What did you mean? Facing the Challenges of User-generated Software Requirements. In: Proceedings of the 7th International Conference on Agents and Artificial Intelligence. ; 2015:277-283.' apa: Geierhos, M., Schulze, S., & Baeumer, Frederik Simon. (2015). What did you mean? Facing the Challenges of User-generated Software Requirements. Proceedings of the 7th International Conference on Agents and Artificial Intelligence, 277–283. bibtex: '@inproceedings{Geierhos_ Schulze_Baeumer_2015, place={Lissabon}, title={What did you mean? Facing the Challenges of User-generated Software Requirements}, booktitle={Proceedings of the 7th International Conference on Agents and Artificial Intelligence}, author={Geierhos, Michaela and Schulze, Sabine and Baeumer, Frederik Simon}, year={2015}, pages={277–283} }' chicago: Geierhos, Michaela, Sabine Schulze, and Frederik Simon Baeumer. “What Did You Mean? Facing the Challenges of User-Generated Software Requirements.” In Proceedings of the 7th International Conference on Agents and Artificial Intelligence, 277–83. Lissabon, 2015. ieee: M. Geierhos, S. Schulze, and Frederik Simon Baeumer, “What did you mean? Facing the Challenges of User-generated Software Requirements,” in Proceedings of the 7th International Conference on Agents and Artificial Intelligence, 2015, pp. 277–283. mla: Geierhos, Michaela, et al. “What Did You Mean? Facing the Challenges of User-Generated Software Requirements.” Proceedings of the 7th International Conference on Agents and Artificial Intelligence, 2015, pp. 277–83. short: 'M. Geierhos, S. Schulze, Frederik Simon Baeumer, in: Proceedings of the 7th International Conference on Agents and Artificial Intelligence, Lissabon, 2015, pp. 277–283.' conference: end_date: 2015-01-12 start_date: 2015-01-10 date_created: 2021-10-06T15:19:55Z date_updated: 2022-01-06T06:57:07Z department: - _id: '671' language: - iso: eng page: 277-283 place: Lissabon publication: Proceedings of the 7th International Conference on Agents and Artificial Intelligence publication_identifier: isbn: - ' 978-989-758-073-4' publication_status: published status: public title: What did you mean? Facing the Challenges of User-generated Software Requirements type: conference user_id: '71124' year: '2015' ... --- _id: '25593' author: - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 - first_name: Sabine full_name: Schulze, Sabine last_name: Schulze citation: ama: 'Geierhos M, Schulze S. The satisfied patient 2.0: Analysis of anonymous doctor reviews to generate a patient mood. ForschungsForum Paderborn. 2015;18:14-19.' apa: 'Geierhos, M., & Schulze, S. (2015). The satisfied patient 2.0: Analysis of anonymous doctor reviews to generate a patient mood. ForschungsForum Paderborn, 18, 14–19.' bibtex: '@article{Geierhos_Schulze_2015, title={The satisfied patient 2.0: Analysis of anonymous doctor reviews to generate a patient mood}, volume={18}, journal={ForschungsForum Paderborn}, author={Geierhos, Michaela and Schulze, Sabine}, year={2015}, pages={14–19} }' chicago: 'Geierhos, Michaela, and Sabine Schulze. “The Satisfied Patient 2.0: Analysis of Anonymous Doctor Reviews to Generate a Patient Mood.” ForschungsForum Paderborn 18 (2015): 14–19.' ieee: 'M. Geierhos and S. Schulze, “The satisfied patient 2.0: Analysis of anonymous doctor reviews to generate a patient mood,” ForschungsForum Paderborn, vol. 18, pp. 14–19, 2015.' mla: 'Geierhos, Michaela, and Sabine Schulze. “The Satisfied Patient 2.0: Analysis of Anonymous Doctor Reviews to Generate a Patient Mood.” ForschungsForum Paderborn, vol. 18, 2015, pp. 14–19.' short: M. Geierhos, S. Schulze, ForschungsForum Paderborn 18 (2015) 14–19. date_created: 2021-10-06T15:42:09Z date_updated: 2022-01-06T06:57:07Z department: - _id: '671' intvolume: ' 18' language: - iso: eng page: 14-19 publication: ForschungsForum Paderborn publication_status: published status: public title: 'The satisfied patient 2.0: Analysis of anonymous doctor reviews to generate a patient mood' type: journal_article user_id: '71124' volume: 18 year: '2015' ... --- _id: '25594' author: - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 - first_name: Sabine full_name: Schulze, Sabine last_name: Schulze citation: ama: 'Geierhos M, Schulze S. The Satisfied Patient 2.0: Analysis of anonymous doctor ratings to gain insight into patient sentimen. ForschungsForum Paderborn. 2015;18:14-19.' apa: 'Geierhos, M., & Schulze, S. (2015). The Satisfied Patient 2.0: Analysis of anonymous doctor ratings to gain insight into patient sentimen. ForschungsForum Paderborn, 18, 14–19.' bibtex: '@article{Geierhos_Schulze_2015, title={The Satisfied Patient 2.0: Analysis of anonymous doctor ratings to gain insight into patient sentimen}, volume={18}, journal={ForschungsForum Paderborn}, author={Geierhos, Michaela and Schulze, Sabine}, year={2015}, pages={14–19} }' chicago: 'Geierhos, Michaela, and Sabine Schulze. “The Satisfied Patient 2.0: Analysis of Anonymous Doctor Ratings to Gain Insight into Patient Sentimen.” ForschungsForum Paderborn 18 (2015): 14–19.' ieee: 'M. Geierhos and S. Schulze, “The Satisfied Patient 2.0: Analysis of anonymous doctor ratings to gain insight into patient sentimen,” ForschungsForum Paderborn, vol. 18, pp. 14–19, 2015.' mla: 'Geierhos, Michaela, and Sabine Schulze. “The Satisfied Patient 2.0: Analysis of Anonymous Doctor Ratings to Gain Insight into Patient Sentimen.” ForschungsForum Paderborn, vol. 18, 2015, pp. 14–19.' short: M. Geierhos, S. Schulze, ForschungsForum Paderborn 18 (2015) 14–19. date_created: 2021-10-06T15:45:26Z date_updated: 2022-01-06T06:57:07Z department: - _id: '671' intvolume: ' 18' language: - iso: eng page: 14-19 publication: ForschungsForum Paderborn publication_status: published status: public title: 'The Satisfied Patient 2.0: Analysis of anonymous doctor ratings to gain insight into patient sentimen' type: journal_article user_id: '71124' volume: 18 year: '2015' ... --- _id: '293' abstract: - lang: eng text: Opinion mining from physician rating websites depends on the quality of the extracted information. Sometimes reviews are user-error prone and the assigned stars or grades contradict the associated content. We therefore aim at detecting random individual error within reviews. Such errors comprise the disagreement in polarity of review texts and the respective ratings. The challenges that thereby arise are (1) the content and sentiment analysis of the review texts and (2) the removal of the random individual errors contained therein. To solve these tasks, we assign polarities to automatically recognized opinion phrases in reviews and then check for divergence in rating and text polarity. The novelty of our approach is that we improve user-generated data quality by excluding error-prone reviews on German physician websites from average ratings. author: - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 - first_name: Frederik Simon full_name: Bäumer, Frederik Simon id: '38837' last_name: Bäumer - first_name: Sabine full_name: Schulze, Sabine last_name: Schulze - first_name: Valentina full_name: Stuß, Valentina last_name: Stuß citation: ama: 'Geierhos M, Bäumer FS, Schulze S, Stuß V. Filtering Reviews by Random Individual Error. In: Ali M, Kwon YS, Lee C-H, Kim J, Kim Y, eds. Proceedings of the 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2015). Vol 9101. Lecture Notes in Artificial Intelligence. Cham, Switzerland: Springer; 2015:305-315. doi:10.1007/978-3-319-19066-2_30' apa: 'Geierhos, M., Bäumer, F. S., Schulze, S., & Stuß, V. (2015). Filtering Reviews by Random Individual Error. In M. Ali, Y. S. Kwon, C.-H. Lee, J. Kim, & Y. Kim (Eds.), Proceedings of the 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2015) (Vol. 9101, pp. 305–315). Cham, Switzerland: Springer. https://doi.org/10.1007/978-3-319-19066-2_30' bibtex: '@inbook{Geierhos_Bäumer_Schulze_Stuß_2015, place={Cham, Switzerland}, series={Lecture Notes in Artificial Intelligence}, title={Filtering Reviews by Random Individual Error}, volume={9101}, DOI={10.1007/978-3-319-19066-2_30}, booktitle={Proceedings of the 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2015)}, publisher={Springer}, author={Geierhos, Michaela and Bäumer, Frederik Simon and Schulze, Sabine and Stuß, Valentina}, editor={Ali, Moonis and Kwon, Young Sig and Lee, Chang-Hwan and Kim, Juntae and Kim, Yongdai Editors}, year={2015}, pages={305–315}, collection={Lecture Notes in Artificial Intelligence} }' chicago: 'Geierhos, Michaela, Frederik Simon Bäumer, Sabine Schulze, and Valentina Stuß. “Filtering Reviews by Random Individual Error.” In Proceedings of the 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2015), edited by Moonis Ali, Young Sig Kwon, Chang-Hwan Lee, Juntae Kim, and Yongdai Kim, 9101:305–15. Lecture Notes in Artificial Intelligence. Cham, Switzerland: Springer, 2015. https://doi.org/10.1007/978-3-319-19066-2_30.' ieee: 'M. Geierhos, F. S. Bäumer, S. Schulze, and V. Stuß, “Filtering Reviews by Random Individual Error,” in Proceedings of the 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2015), vol. 9101, M. Ali, Y. S. Kwon, C.-H. Lee, J. Kim, and Y. Kim, Eds. Cham, Switzerland: Springer, 2015, pp. 305–315.' mla: Geierhos, Michaela, et al. “Filtering Reviews by Random Individual Error.” Proceedings of the 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2015), edited by Moonis Ali et al., vol. 9101, Springer, 2015, pp. 305–15, doi:10.1007/978-3-319-19066-2_30. short: 'M. Geierhos, F.S. Bäumer, S. Schulze, V. Stuß, in: M. Ali, Y.S. Kwon, C.-H. Lee, J. Kim, Y. Kim (Eds.), Proceedings of the 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2015), Springer, Cham, Switzerland, 2015, pp. 305–315.' conference: end_date: 2015-06-12 location: Seoul, South Korea name: 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2015) start_date: 2015-06-10 date_created: 2017-10-17T12:41:49Z date_updated: 2022-01-06T06:58:47Z ddc: - '040' department: - _id: '36' - _id: '1' - _id: '579' doi: 10.1007/978-3-319-19066-2_30 editor: - first_name: 'Moonis ' full_name: 'Ali, Moonis ' last_name: Ali - first_name: Young Sig full_name: Kwon, Young Sig last_name: Kwon - first_name: Chang-Hwan full_name: Lee, Chang-Hwan last_name: Lee - first_name: 'Juntae ' full_name: 'Kim, Juntae ' last_name: Kim - first_name: 'Yongdai ' full_name: 'Kim, Yongdai ' last_name: Kim file: - access_level: closed content_type: application/pdf creator: florida date_created: 2018-03-21T09:21:30Z date_updated: 2018-03-21T09:21:30Z file_id: '1463' file_name: 293-IEA_AIE2015.pdf file_size: 292847 relation: main_file success: 1 file_date_updated: 2018-03-21T09:21:30Z has_accepted_license: '1' intvolume: ' 9101' language: - iso: eng page: 305-315 place: Cham, Switzerland project: - _id: '1' name: SFB 901 - _id: '3' name: SFB 901 - Project Area B - _id: '9' name: SFB 901 - Subproject B1 publication: Proceedings of the 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2015) publication_identifier: eisbn: - 978-3-319-19066-2 isbn: - 978-3-319-19065-5 publication_status: published publisher: Springer quality_controlled: '1' series_title: Lecture Notes in Artificial Intelligence status: public title: Filtering Reviews by Random Individual Error type: book_chapter user_id: '42496' volume: 9101 year: '2015' ... --- _id: '1141' author: - first_name: Valentina full_name: Stuß, Valentina last_name: Stuß - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 citation: ama: 'Stuß V, Geierhos M. Identifikation kognitiver Effekte in Online-Bewertungen. In: DHd 2015: Book of Abstracts. Graz, Austria: ZIM-ACDH; 2015:239-243.' apa: 'Stuß, V., & Geierhos, M. (2015). Identifikation kognitiver Effekte in Online-Bewertungen. In DHd 2015: Book of Abstracts (pp. 239–243). Graz, Austria: ZIM-ACDH.' bibtex: '@inproceedings{Stuß_Geierhos_2015, place={Graz, Austria}, title={Identifikation kognitiver Effekte in Online-Bewertungen}, booktitle={DHd 2015: Book of Abstracts}, publisher={ZIM-ACDH}, author={Stuß, Valentina and Geierhos, Michaela}, year={2015}, pages={239–243} }' chicago: 'Stuß, Valentina, and Michaela Geierhos. “Identifikation kognitiver Effekte in Online-Bewertungen.” In DHd 2015: Book of Abstracts, 239–43. Graz, Austria: ZIM-ACDH, 2015.' ieee: 'V. Stuß and M. Geierhos, “Identifikation kognitiver Effekte in Online-Bewertungen,” in DHd 2015: Book of Abstracts, Graz, Austria, 2015, pp. 239–243.' mla: 'Stuß, Valentina, and Michaela Geierhos. “Identifikation kognitiver Effekte in Online-Bewertungen.” DHd 2015: Book of Abstracts, ZIM-ACDH, 2015, pp. 239–43.' short: 'V. Stuß, M. Geierhos, in: DHd 2015: Book of Abstracts, ZIM-ACDH, Graz, Austria, 2015, pp. 239–243.' conference: end_date: 2015-02-27 location: Graz, Austria name: DHd-Tagung 2015 start_date: 2015-02-23 date_created: 2018-01-31T09:40:04Z date_updated: 2022-01-06T06:51:01Z department: - _id: '36' - _id: '1' - _id: '579' language: - iso: ger page: 239-243 place: Graz, Austria publication: 'DHd 2015: Book of Abstracts' publication_status: published publisher: ZIM-ACDH quality_controlled: '1' status: public title: Identifikation kognitiver Effekte in Online-Bewertungen type: conference user_id: '42496' year: '2015' ... --- _id: '1142' author: - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 - first_name: Frederik Simon full_name: Bäumer, Frederik Simon id: '38837' last_name: Bäumer citation: ama: 'Geierhos M, Bäumer FS. Erfahrungsberichte aus zweiter Hand: Erkenntnisse über die Autorschaft von Arztbewertungen in Online-Portalen. In: DHd 2015: Book of Abstracts. Graz, Austria: ZIM-ACDH; 2015:69-72.' apa: 'Geierhos, M., & Bäumer, F. S. (2015). Erfahrungsberichte aus zweiter Hand: Erkenntnisse über die Autorschaft von Arztbewertungen in Online-Portalen. In DHd 2015: Book of Abstracts (pp. 69–72). Graz, Austria: ZIM-ACDH.' bibtex: '@inproceedings{Geierhos_Bäumer_2015, place={Graz, Austria}, title={Erfahrungsberichte aus zweiter Hand: Erkenntnisse über die Autorschaft von Arztbewertungen in Online-Portalen}, booktitle={DHd 2015: Book of Abstracts}, publisher={ZIM-ACDH}, author={Geierhos, Michaela and Bäumer, Frederik Simon}, year={2015}, pages={69–72} }' chicago: 'Geierhos, Michaela, and Frederik Simon Bäumer. “Erfahrungsberichte aus zweiter Hand: Erkenntnisse über die Autorschaft von Arztbewertungen in Online-Portalen.” In DHd 2015: Book of Abstracts, 69–72. Graz, Austria: ZIM-ACDH, 2015.' ieee: 'M. Geierhos and F. S. Bäumer, “Erfahrungsberichte aus zweiter Hand: Erkenntnisse über die Autorschaft von Arztbewertungen in Online-Portalen,” in DHd 2015: Book of Abstracts, Graz, Austria, 2015, pp. 69–72.' mla: 'Geierhos, Michaela, and Frederik Simon Bäumer. “Erfahrungsberichte aus zweiter Hand: Erkenntnisse über die Autorschaft von Arztbewertungen in Online-Portalen.” DHd 2015: Book of Abstracts, ZIM-ACDH, 2015, pp. 69–72.' short: 'M. Geierhos, F.S. Bäumer, in: DHd 2015: Book of Abstracts, ZIM-ACDH, Graz, Austria, 2015, pp. 69–72.' conference: end_date: 2015-02-27 location: Graz, Austria name: DHd-Tagung 2015 start_date: 2015-02-23 date_created: 2018-01-31T09:49:57Z date_updated: 2022-01-06T06:51:01Z department: - _id: '36' - _id: '1' - _id: '579' language: - iso: ger main_file_link: - open_access: '1' url: https://www.researchgate.net/publication/276285231_Erfahrungsberichte_aus_zweiter_Hand_Erkenntnisse_uber_die_Autorschaft_von_Arztbewertungen_in_Online-Portalen oa: '1' page: 69-72 place: Graz, Austria publication: 'DHd 2015: Book of Abstracts' publication_status: published publisher: ZIM-ACDH quality_controlled: '1' status: public title: 'Erfahrungsberichte aus zweiter Hand: Erkenntnisse über die Autorschaft von Arztbewertungen in Online-Portalen' type: conference user_id: '13929' year: '2015' ... --- _id: '1143' abstract: - lang: ger text: Der Erfahrungsaustausch zwischen Patienten findet heutzutage zunehmend im Internet statt. Bewertungsportale wie jameda, DocInsider oder imedo.de bieten Patienten und deren Angehörigen die Möglichkeit, anonym Beschwerden zu äußern oder Weiterempfehlungen auszusprechen. Gleichzeitig ermöglichen diese hunderttausend Individualerfahrungen die Erhebung der Patientenzufriedenheit sowie die Überprüfung bestehender Gerüchte, wie z. B. dass Privatpatienten schneller einen Arzttermin bekommen und weniger Zeit im Wartezimmer verbringen. Die Analyse anonymer Online-Arztbewertungen kann nur dann erfolgreich sein, wenn bei der Interpretation der Patientenerfahrungsberichte berücksichtigt wird, dass behandlungsqualitätsunabhängige Faktoren Auswirkungen auf die subjektive Bewertung und das Beschwerdeverhalten haben. Ein neuer Ansatz ist daher, bedeutende Indikatoren für die Patientenzufriedenheit im Web 2.0 zur Generierung eines detaillierten Erfahrungs- und Patientenstimmungsbildes unter Berücksichtigung demographischer und regionaler Einflüsse zu ermitteln. article_type: original author: - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 - first_name: Sabine full_name: Schulze, Sabine last_name: Schulze citation: ama: 'Geierhos M, Schulze S. Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen zur Generierung eines Patientenstimmungsbildes. ForschungsForum Paderborn. 2015;18:14-19.' apa: 'Geierhos, M., & Schulze, S. (2015). Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen zur Generierung eines Patientenstimmungsbildes. ForschungsForum Paderborn, 18, 14–19.' bibtex: '@article{Geierhos_Schulze_2015, title={Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen zur Generierung eines Patientenstimmungsbildes}, volume={18}, journal={ForschungsForum Paderborn}, publisher={Universität Paderbon}, author={Geierhos, Michaela and Schulze, Sabine}, year={2015}, pages={14–19} }' chicago: 'Geierhos, Michaela, and Sabine Schulze. “Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen zur Generierung eines Patientenstimmungsbildes.” ForschungsForum Paderborn 18 (2015): 14–19.' ieee: 'M. Geierhos and S. Schulze, “Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen zur Generierung eines Patientenstimmungsbildes,” ForschungsForum Paderborn, vol. 18, pp. 14–19, 2015.' mla: 'Geierhos, Michaela, and Sabine Schulze. “Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen zur Generierung eines Patientenstimmungsbildes.” ForschungsForum Paderborn, vol. 18, Universität Paderbon, 2015, pp. 14–19.' short: M. Geierhos, S. Schulze, ForschungsForum Paderborn 18 (2015) 14–19. date_created: 2018-01-31T09:53:17Z date_updated: 2022-01-06T06:51:01Z department: - _id: '36' - _id: '1' - _id: '579' intvolume: ' 18' language: - iso: ger main_file_link: - open_access: '1' url: https://digital.ub.uni-paderborn.de/download/pdf/2910122?name=2015 oa: '1' page: 14-19 publication: ForschungsForum Paderborn publication_status: published publisher: Universität Paderbon quality_controlled: '1' status: public title: 'Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen zur Generierung eines Patientenstimmungsbildes' type: journal_article user_id: '13929' volume: 18 year: '2015' ... --- _id: '1144' abstract: - lang: eng text: "Adopting the concept of “Local Grammars” (M. Gross), which were successfully applied in practice by (Geierhos, 2010) to biographical information extraction in English our project aims to detect, encode, and finally visualize relations between persons. Our corpus consists of the digitised biographical lexicon “Neue Deutsche Biographie (NDB)”, roughly 21.000 biographies in 25 volumes in print since 1953. We developed local grammars and suitable dictionaries to describe interpersonal relations and applied them to the corpus with Unitex 3.1. The local grammars were designed to integrate existing TEI-XML structures in the corpus. Using the ability of local grammars in Unitex to act as transducers we were able to produce XML-Tags and encode semantic information. Based on grammars for personal names and places we described interpersonal relations like to study, predecessors and successors as well as friends and circles. Afterwards we\r\nidentified persons (as given in the authority file or index). Finally we displayed relations on our website in an interactive and dynamic way. Utilizing the Javascript library D3.js we represented named relations between identified individuals as ego centred network graphs." author: - first_name: Sophia full_name: Stotz, Sophia last_name: Stotz - first_name: Valentina full_name: Stuß, Valentina last_name: Stuß - first_name: Matthias full_name: Reinert , Matthias last_name: 'Reinert ' - first_name: Maximilian full_name: Schrott, Maximilian last_name: Schrott citation: ama: 'Stotz S, Stuß V, Reinert M, Schrott M. Interpersonal relations in biographical dictionaries. A case study. In: ter Braake S, Fokkens A, Sluijter R, Declerck T, Wandl-Vogt E, eds. Proceedings of the First Conference on Biographical Data in a Digital World 2015. Vol 1399. CEUR Workshop Proceedings. CEUR-WS.org; 2015:74-80.' apa: 'Stotz, S., Stuß, V., Reinert , M., & Schrott, M. (2015). Interpersonal relations in biographical dictionaries. A case study. In S. ter Braake, A. Fokkens, R. Sluijter, T. Declerck, & E. Wandl-Vogt (Eds.), Proceedings of the First Conference on Biographical Data in a Digital World 2015 (Vol. 1399, pp. 74–80). Amsterdam, Netherlands: CEUR-WS.org.' bibtex: '@inproceedings{Stotz_Stuß_Reinert _Schrott_2015, series={CEUR Workshop Proceedings}, title={Interpersonal relations in biographical dictionaries. A case study}, volume={1399}, booktitle={Proceedings of the First Conference on Biographical Data in a Digital World 2015}, publisher={CEUR-WS.org}, author={Stotz, Sophia and Stuß, Valentina and Reinert , Matthias and Schrott, Maximilian}, editor={ter Braake, Serge and Fokkens, Antske and Sluijter, Ronald and Declerck, Thierry and Wandl-Vogt, EvelineEditors}, year={2015}, pages={74–80}, collection={CEUR Workshop Proceedings} }' chicago: Stotz, Sophia, Valentina Stuß, Matthias Reinert , and Maximilian Schrott. “Interpersonal Relations in Biographical Dictionaries. A Case Study.” In Proceedings of the First Conference on Biographical Data in a Digital World 2015, edited by Serge ter Braake, Antske Fokkens, Ronald Sluijter, Thierry Declerck, and Eveline Wandl-Vogt, 1399:74–80. CEUR Workshop Proceedings. CEUR-WS.org, 2015. ieee: S. Stotz, V. Stuß, M. Reinert , and M. Schrott, “Interpersonal relations in biographical dictionaries. A case study,” in Proceedings of the First Conference on Biographical Data in a Digital World 2015, Amsterdam, Netherlands, 2015, vol. 1399, pp. 74–80. mla: Stotz, Sophia, et al. “Interpersonal Relations in Biographical Dictionaries. A Case Study.” Proceedings of the First Conference on Biographical Data in a Digital World 2015, edited by Serge ter Braake et al., vol. 1399, CEUR-WS.org, 2015, pp. 74–80. short: 'S. Stotz, V. Stuß, M. Reinert , M. Schrott, in: S. ter Braake, A. Fokkens, R. Sluijter, T. Declerck, E. Wandl-Vogt (Eds.), Proceedings of the First Conference on Biographical Data in a Digital World 2015, CEUR-WS.org, 2015, pp. 74–80.' conference: end_date: 2015-04-09 location: Amsterdam, Netherlands name: Biographical Data in a Digital World 2015 (BD 2015) start_date: 2015-04-09 date_created: 2018-01-31T10:10:18Z date_updated: 2022-01-06T06:51:01Z department: - _id: '36' - _id: '1' - _id: '579' editor: - first_name: Serge full_name: ter Braake, Serge last_name: ter Braake - first_name: Antske full_name: Fokkens, Antske last_name: Fokkens - first_name: Ronald full_name: Sluijter, Ronald last_name: Sluijter - first_name: Thierry full_name: Declerck, Thierry last_name: Declerck - first_name: Eveline full_name: Wandl-Vogt, Eveline last_name: Wandl-Vogt intvolume: ' 1399' keyword: - Local Grammar - Relation Extraction - Visualisation language: - iso: eng page: 74-80 publication: Proceedings of the First Conference on Biographical Data in a Digital World 2015 publication_identifier: issn: - '16130073' publication_status: published publisher: CEUR-WS.org series_title: CEUR Workshop Proceedings status: public title: Interpersonal relations in biographical dictionaries. A case study type: conference user_id: '13929' volume: 1399 year: '2015' ... --- _id: '1145' abstract: - lang: eng text: 'Received medical services are increasingly discussed and recommended on physician rating websites (PRWs). The reviews and ratings on these platforms are valuable sources of information for patient opinion mining. In this paper, we have tackled three issues that come along with inconsistency analysis on PRWs: (1) Natural language processing of user-generated reviews, (2) the disagreement in polarity of review text and its corresponding numerical ratings (individual inconsistency) and (3) the differences in patients’ rating behavior for the same service category (e.g. ‘treatment’) expressed by varying grades on the entire data set (collective inconsistency). Thus, the basic idea is first to identify relevant opinion phrases that describe service categories and to determine their polarity. Subsequently, the particular phrase has to be assigned to its corresponding numerical rating category before checking the (dis-)agreement of polarity values. For this purpose, several local grammars for the pattern-based analysis as well as domain-specific dictionaries for the recognition of entities, aspects and polarity were applied on 593,633 physician reviews from both German PRWs jameda.de and docinsider.de. Furthermore, our research contributes to content quality improvement of PRWs because we provide a technique to detect inconsistent reviews that could be ignored for the computation of average ratings.' article_number: '55' author: - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 - first_name: Frederik Simon full_name: Bäumer, Frederik Simon id: '38837' last_name: Bäumer - first_name: Sabine full_name: Schulze, Sabine last_name: Schulze - first_name: Valentina full_name: Stuß, Valentina last_name: Stuß citation: ama: 'Geierhos M, Bäumer FS, Schulze S, Stuß V. “I grade what I get but write what I think.” Inconsistency Analysis in Patients’ Reviews. In: ECIS 2015 Completed Research Papers. New York, NY, USA: Elsevier; 2015. doi:10.18151/7217324' apa: 'Geierhos, M., Bäumer, F. S., Schulze, S., & Stuß, V. (2015). “I grade what I get but write what I think.” Inconsistency Analysis in Patients’ Reviews. In ECIS 2015 Completed Research Papers. New York, NY, USA: Elsevier. https://doi.org/10.18151/7217324' bibtex: '@inproceedings{Geierhos_Bäumer_Schulze_Stuß_2015, place={New York, NY, USA}, title={“I grade what I get but write what I think.” Inconsistency Analysis in Patients’ Reviews}, DOI={10.18151/7217324}, number={55}, booktitle={ECIS 2015 Completed Research Papers}, publisher={Elsevier}, author={Geierhos, Michaela and Bäumer, Frederik Simon and Schulze, Sabine and Stuß, Valentina}, year={2015} }' chicago: 'Geierhos, Michaela, Frederik Simon Bäumer, Sabine Schulze, and Valentina Stuß. “‘I Grade What I Get but Write What I Think.’ Inconsistency Analysis in Patients’ Reviews.” In ECIS 2015 Completed Research Papers. New York, NY, USA: Elsevier, 2015. https://doi.org/10.18151/7217324.' ieee: M. Geierhos, F. S. Bäumer, S. Schulze, and V. Stuß, “‘I grade what I get but write what I think.’ Inconsistency Analysis in Patients’ Reviews,” in ECIS 2015 Completed Research Papers, Münster, Germany, 2015. mla: Geierhos, Michaela, et al. “‘I Grade What I Get but Write What I Think.’ Inconsistency Analysis in Patients’ Reviews.” ECIS 2015 Completed Research Papers, 55, Elsevier, 2015, doi:10.18151/7217324. short: 'M. Geierhos, F.S. Bäumer, S. Schulze, V. Stuß, in: ECIS 2015 Completed Research Papers, Elsevier, New York, NY, USA, 2015.' conference: end_date: 2015-05-29 location: Münster, Germany name: 23rd European Conference on Information Systems (ECIS 2015) start_date: 2015-05-26 date_created: 2018-01-31T10:25:51Z date_updated: 2022-01-06T06:51:01Z department: - _id: '36' - _id: '1' - _id: '579' doi: 10.18151/7217324 language: - iso: eng place: New York, NY, USA publication: ECIS 2015 Completed Research Papers publication_identifier: isbn: - '9783000502842' publication_status: published publisher: Elsevier quality_controlled: '1' status: public title: '"I grade what I get but write what I think." Inconsistency Analysis in Patients'' Reviews' type: conference user_id: '42496' year: '2015' ... --- _id: '1147' abstract: - lang: ger text: Der Erfahrungsaustausch zwischen Patienten findet verstärkt über Arztbewertungsportale statt. Dabei ermöglicht die Anonymität des Netzes ein weitestgehend ehrliches Beschwerdeverhalten, von dem das sensible Arzt-Patienten-Vertrauensverhältnis unbeschädigt bleibt. Im Rahmen des vorliegenden Beitrags wurden anonyme Arztbewertungen im Web 2.0 automatisiert ausgewertet, um Einflussfaktoren auf das Beschwerdeverhalten deutscher Patienten zu bestimmen und in der Gesellschaft vermeintlich etablierte „Patienten-Mythen“ aufzuklären. Die Aufdeckung von Irrtümern und Zufriedenheitsindikatoren soll längerfristig dazu dienen, Patientenäußerungen differenzierter zu interpretieren und somit zu einer nachhaltigen Verbesserung der Arzt-Patienten-Beziehung beizutragen. author: - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 - first_name: Sabine full_name: Schulze, Sabine last_name: Schulze - first_name: Frederik Simon full_name: Bäumer, Frederik Simon id: '38837' last_name: Bäumer citation: ama: 'Geierhos M, Schulze S, Bäumer FS. Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0. Vol 3. Düsseldorf, Germany: Verbraucherzentrale NRW/Kompetenzzentrum Verbraucherforschung NRW; 2015. doi:10.15501/kvfwp_3' apa: 'Geierhos, M., Schulze, S., & Bäumer, F. S. (2015). Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0 (Vol. 3). Düsseldorf, Germany: Verbraucherzentrale NRW/Kompetenzzentrum Verbraucherforschung NRW. https://doi.org/10.15501/kvfwp_3' bibtex: '@book{Geierhos_Schulze_Bäumer_2015, place={Düsseldorf, Germany}, series={Working Papers des KVF NRW}, title={Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0}, volume={3}, DOI={10.15501/kvfwp_3}, publisher={Verbraucherzentrale NRW/Kompetenzzentrum Verbraucherforschung NRW}, author={Geierhos, Michaela and Schulze, Sabine and Bäumer, Frederik Simon}, year={2015}, collection={Working Papers des KVF NRW} }' chicago: 'Geierhos, Michaela, Sabine Schulze, and Frederik Simon Bäumer. Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0. Vol. 3. Working Papers des KVF NRW. Düsseldorf, Germany: Verbraucherzentrale NRW/Kompetenzzentrum Verbraucherforschung NRW, 2015. https://doi.org/10.15501/kvfwp_3.' ieee: 'M. Geierhos, S. Schulze, and F. S. Bäumer, Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0, vol. 3. Düsseldorf, Germany: Verbraucherzentrale NRW/Kompetenzzentrum Verbraucherforschung NRW, 2015.' mla: 'Geierhos, Michaela, et al. Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0. Vol. 3, Verbraucherzentrale NRW/Kompetenzzentrum Verbraucherforschung NRW, 2015, doi:10.15501/kvfwp_3.' short: 'M. Geierhos, S. Schulze, F.S. Bäumer, Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0, Verbraucherzentrale NRW/Kompetenzzentrum Verbraucherforschung NRW, Düsseldorf, Germany, 2015.' date_created: 2018-01-31T11:22:27Z date_updated: 2022-01-06T06:51:01Z department: - _id: '36' - _id: '1' - _id: '579' doi: 10.15501/kvfwp_3 intvolume: ' 3' language: - iso: ger page: '18' place: Düsseldorf, Germany publication_status: published publisher: Verbraucherzentrale NRW/Kompetenzzentrum Verbraucherforschung NRW series_title: Working Papers des KVF NRW status: public title: 'Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0' type: working_paper user_id: '42496' volume: 3 year: '2015' ...