--- _id: '57' 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. ' author: - first_name: Frederik Simon full_name: Bäumer, Frederik Simon id: '38837' last_name: Bäumer - 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: 'Bäumer FS, Dollmann M, Geierhos M. Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements. In: Sarro F, Shihab E, Nagappan M, Platenius MC, Kaimann D, eds. Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics. New York, NY, USA: ACM; 2017:19-25. doi:10.1145/3121264.3121269' apa: 'Bäumer, F. S., Dollmann, M., & Geierhos, M. (2017). Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements. In F. Sarro, E. Shihab, M. Nagappan, M. C. Platenius, & D. Kaimann (Eds.), Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics (pp. 19–25). New York, NY, USA: ACM. https://doi.org/10.1145/3121264.3121269' bibtex: '@inproceedings{Bäumer_Dollmann_Geierhos_2017, place={New York, NY, USA}, title={Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements}, DOI={10.1145/3121264.3121269}, booktitle={Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics}, publisher={ACM}, author={Bäumer, Frederik Simon and Dollmann, Markus and Geierhos, Michaela}, editor={Sarro, Federica and Shihab, Emad and Nagappan, Meiyappan and Platenius, Marie Christin and Kaimann, DanielEditors}, year={2017}, pages={19–25} }' chicago: 'Bäumer, Frederik Simon, Markus Dollmann, and Michaela Geierhos. “Studying Software Descriptions in SourceForge and App Stores for a Better Understanding of Real-Life Requirements.” In Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics, edited by Federica Sarro, Emad Shihab, Meiyappan Nagappan, Marie Christin Platenius, and Daniel Kaimann, 19–25. New York, NY, USA: ACM, 2017. https://doi.org/10.1145/3121264.3121269.' ieee: F. S. Bäumer, M. Dollmann, and M. Geierhos, “Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements,” in Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics, Paderborn, Germany, 2017, pp. 19–25. mla: Bäumer, Frederik Simon, et al. “Studying Software Descriptions in SourceForge and App Stores for a Better Understanding of Real-Life Requirements.” Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics, edited by Federica Sarro et al., ACM, 2017, pp. 19–25, doi:10.1145/3121264.3121269. 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.' conference: end_date: 2017-09-05 location: Paderborn, Germany name: 2nd ACM SIGSOFT International Workshop on App Market Analytics start_date: 2017-09-05 date_created: 2017-10-17T12:41:02Z date_updated: 2022-01-06T07:02:36Z ddc: - '000' department: - _id: '36' - _id: '1' - _id: '579' doi: 10.1145/3121264.3121269 editor: - first_name: 'Federica ' full_name: 'Sarro, Federica ' last_name: Sarro - first_name: 'Emad ' full_name: 'Shihab, Emad ' last_name: Shihab - first_name: 'Meiyappan ' full_name: 'Nagappan, Meiyappan ' last_name: Nagappan - first_name: Marie Christin full_name: Platenius, Marie Christin last_name: Platenius - first_name: Daniel full_name: Kaimann, Daniel last_name: Kaimann file: - access_level: closed content_type: application/pdf creator: ups date_created: 2018-11-02T14:27:00Z date_updated: 2018-11-02T14:27:00Z file_id: '5272' file_name: fsews17wama-wamamainid5.pdf file_size: 1546837 relation: main_file success: 1 file_date_updated: 2018-11-02T14:27:00Z has_accepted_license: '1' language: - iso: eng page: 19-25 place: New York, NY, 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 2nd ACM SIGSOFT International Workshop on App Market Analytics publication_identifier: isbn: - 978-1-4503-5158-4 publication_status: published publisher: ACM quality_controlled: '1' status: public title: Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements type: conference user_id: '477' year: '2017' ... --- _id: '89' abstract: - lang: eng 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. author: - first_name: Frederik Simon full_name: Bäumer, Frederik Simon id: '38837' last_name: Bäumer citation: ama: Bäumer FS. Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen. Universität Paderborn; 2017. doi:10.17619/UNIPB/1-157 apa: Bäumer, F. S. (2017). Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen. Universität Paderborn. https://doi.org/10.17619/UNIPB/1-157 bibtex: '@book{Bäumer_2017, title={Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen}, DOI={10.17619/UNIPB/1-157}, publisher={Universität Paderborn}, author={Bäumer, Frederik Simon}, year={2017} }' chicago: Bäumer, Frederik Simon. Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen. Universität Paderborn, 2017. https://doi.org/10.17619/UNIPB/1-157. ieee: F. S. Bäumer, Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen. Universität Paderborn, 2017. mla: Bäumer, Frederik Simon. Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen. Universität Paderborn, 2017, doi:10.17619/UNIPB/1-157. short: F.S. Bäumer, Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen, Universität Paderborn, 2017. date_created: 2017-10-17T12:41:08Z date_updated: 2022-01-06T07:04:05Z department: - _id: '579' - _id: '36' - _id: '1' doi: 10.17619/UNIPB/1-157 language: - iso: ger project: - _id: '1' name: SFB 901 - _id: '9' name: SFB 901 - Subprojekt B1 - _id: '3' name: SFB 901 - Project Area B publisher: Universität Paderborn status: public supervisor: - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 title: Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen type: dissertation user_id: '14931' year: '2017' ... --- _id: '97' abstract: - lang: eng 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. author: - first_name: Lorijn full_name: van Rooijen, Lorijn id: '58843' last_name: van Rooijen - first_name: Frederik Simon full_name: Bäumer, Frederik Simon id: '38837' last_name: Bäumer - first_name: Marie Christin full_name: Platenius, Marie Christin last_name: Platenius - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 - first_name: Heiko full_name: Hamann, Heiko last_name: Hamann - first_name: Gregor full_name: Engels, Gregor id: '107' last_name: Engels citation: ama: 'van Rooijen L, Bäumer FS, Platenius MC, Geierhos M, Hamann H, Engels G. From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process. In: 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW). Piscataway, NJ, USA: IEEE; 2017:379-385. doi:10.1109/REW.2017.26' apa: 'van Rooijen, L., Bäumer, F. S., Platenius, M. C., Geierhos, M., Hamann, H., & Engels, G. (2017). From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process. In 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW) (pp. 379–385). Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/REW.2017.26' bibtex: '@inproceedings{van Rooijen_Bäumer_Platenius_Geierhos_Hamann_Engels_2017, place={Piscataway, NJ, USA}, title={From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process}, DOI={10.1109/REW.2017.26}, booktitle={2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)}, publisher={IEEE}, author={van Rooijen, Lorijn and Bäumer, Frederik Simon and Platenius, Marie Christin and Geierhos, Michaela and Hamann, Heiko and Engels, Gregor}, year={2017}, pages={379–385} }' chicago: 'Rooijen, Lorijn van, Frederik Simon Bäumer, Marie Christin Platenius, Michaela Geierhos, Heiko Hamann, and Gregor Engels. “From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process.” In 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW), 379–85. Piscataway, NJ, USA: IEEE, 2017. https://doi.org/10.1109/REW.2017.26.' ieee: 'L. van Rooijen, F. S. Bäumer, M. C. Platenius, M. Geierhos, H. Hamann, and G. Engels, “From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process,” in 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW), Lisbon, Portugal, 2017, pp. 379–385.' mla: 'van Rooijen, Lorijn, et al. “From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process.” 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW), IEEE, 2017, pp. 379–85, doi:10.1109/REW.2017.26.' 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.' conference: end_date: 2017-09-08 location: Lisbon, Portugal name: 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW) start_date: 2017-09-04 date_created: 2017-10-17T12:41:10Z date_updated: 2022-01-06T07:04:18Z ddc: - '000' department: - _id: '36' - _id: '1' - _id: '579' - _id: '34' - _id: '7' - _id: '66' - _id: '238' - _id: '63' doi: 10.1109/REW.2017.26 file: - access_level: closed content_type: application/pdf creator: ups date_created: 2018-11-02T14:50:35Z date_updated: 2018-11-02T14:50:35Z file_id: '5285' file_name: 08054881.pdf file_size: 433613 relation: main_file success: 1 file_date_updated: 2018-11-02T14:50:35Z has_accepted_license: '1' keyword: - Software - Unified modeling language - Requirements engineering - Ontologies - Search problems - Natural languages language: - iso: eng page: 379-385 place: Piscataway, NJ, USA project: - _id: '1' name: SFB 901 - _id: '9' name: SFB 901 - Subprojekt B1 - _id: '3' name: SFB 901 - Project Area B publication: 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW) publication_identifier: eisbn: - '978-1-5386-3488-2 ' isbn: - 978-1-5386-3489-9 publication_status: published publisher: IEEE quality_controlled: '1' status: public title: 'From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process' type: conference user_id: '57458' year: '2017' ... --- _id: '1098' abstract: - lang: eng text: An end user generally writes down software requirements in ambiguous expressions using natural language; hence, a software developer attuned to programming language finds it difficult to understand th meaning of the requirements. To solve this problem we define semantic categories for disambiguation and classify/annotate the requirement into the categories by using machine-learning models. We extensively use a language frame closely related to such categories for designing features to overcome the problem of insufficient training data compare to the large number of classes. Our proposed model obtained a micro-average F1-score of 0.75, outperforming the previous model, REaCT. article_type: original author: - first_name: Yeong-Su full_name: Kim, Yeong-Su last_name: Kim - first_name: 'Seung-Woo ' full_name: 'Lee, Seung-Woo ' last_name: Lee - 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: Kim Y-S, Lee S-W, Dollmann M, Geierhos M. Semantic Annotation of Software Requirements with Language Frame. International Journal of Software Engineering for Smart Device. 2017;4(2):1-6. apa: Kim, Y.-S., Lee, S.-W., Dollmann, M., & Geierhos, M. (2017). Semantic Annotation of Software Requirements with Language Frame. International Journal of Software Engineering for Smart Device, 4(2), 1–6. 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} }' chicago: 'Kim, Yeong-Su, Seung-Woo Lee, Markus Dollmann, and Michaela Geierhos. “Semantic Annotation of Software Requirements with Language Frame.” International Journal of Software Engineering for Smart Device 4, no. 2 (2017): 1–6.' ieee: Y.-S. Kim, S.-W. Lee, M. Dollmann, and M. Geierhos, “Semantic Annotation of Software Requirements with Language Frame,” International Journal of Software Engineering for Smart Device, vol. 4, no. 2, pp. 1–6, 2017. mla: Kim, Yeong-Su, et al. “Semantic Annotation of Software Requirements with Language Frame.” International Journal of Software Engineering for Smart Device, vol. 4, no. 2, Global Vision School Publication, 2017, pp. 1–6. short: Y.-S. Kim, S.-W. Lee, M. Dollmann, M. Geierhos, International Journal of Software Engineering for Smart Device 4 (2017) 1–6. date_created: 2018-01-25T15:23:15Z date_updated: 2022-01-06T06:50:55Z ddc: - '000' department: - _id: '36' - _id: '1' - _id: '579' file: - access_level: closed content_type: application/pdf creator: ups date_created: 2018-12-12T15:30:59Z date_updated: 2018-12-12T15:30:59Z file_id: '6196' file_name: Semantic_Annotation_of_Software_Requirements.pdf file_size: 244655 relation: main_file success: 1 file_date_updated: 2018-12-12T15:30:59Z has_accepted_license: '1' intvolume: ' 4' issue: '2' keyword: - Natural Language Processing - Semantic Annotation - Machine Learning language: - iso: eng page: 1-6 project: - _id: '1' name: SFB 901 - _id: '3' name: SFB 901 - Project Area B - _id: '9' name: SFB 901 - Subproject B1 publication: International Journal of Software Engineering for Smart Device publication_identifier: issn: - 2205-8494 publication_status: published publisher: Global Vision School Publication quality_controlled: '1' status: public title: Semantic Annotation of Software Requirements with Language Frame type: journal_article user_id: '477' volume: 4 year: '2017' ... --- _id: '1151' abstract: - lang: ger text: Welche Informationen über Unternehmenszusammenschlüsse werden in Zeitungsnachrichten vermittelt, und wie können diese Informationen automatisch extrahiert werden? Dies soll am Beispiel des Verhaltens von Aktionären während eines Zusammenschlusses ermittelt werden. Dazu werden die wichtigsten Aussagen über das Votum der Aktionäre im Hinblick auf eine automatische Erkennung sprachlich analysiert. Im Fokus stehen dabei die Berichte über Aktionärsabstimmungen hinsichtlich der Annahme bzw. Ablehnung eines Übernahmeangebots. author: - first_name: Sophia full_name: Stotz, Sophia last_name: Stotz - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 citation: ama: 'Stotz S, Geierhos M. Wie verhalten sich Aktionäre bei Unternehmenszusammenschlüssen? Modellierung sprachlicher Muster zur Analyse treibender Faktoren bei der Berichterstattung. In: DHd 2016: Modellierung - Vernetzung - Visualisierung. Die Digital Humanities als fächerübergreifendes Forschungsparadigma. Konferenzabstracts, Universität Leipzig,  7. bis 12. März 2016. Duisburg, Germany: Nisaba-Verlag; 2016:378-381.' apa: 'Stotz, S., & Geierhos, M. (2016). Wie verhalten sich Aktionäre bei Unternehmenszusammenschlüssen? Modellierung sprachlicher Muster zur Analyse treibender Faktoren bei der Berichterstattung. In DHd 2016: Modellierung - Vernetzung - Visualisierung. Die Digital Humanities als fächerübergreifendes Forschungsparadigma. Konferenzabstracts, Universität Leipzig,  7. bis 12. März 2016 (pp. 378–381). Duisburg, Germany: Nisaba-Verlag.' bibtex: '@inproceedings{Stotz_Geierhos_2016, place={Duisburg, Germany}, title={Wie verhalten sich Aktionäre bei Unternehmenszusammenschlüssen? Modellierung sprachlicher Muster zur Analyse treibender Faktoren bei der Berichterstattung}, booktitle={DHd 2016: Modellierung - Vernetzung - Visualisierung. Die Digital Humanities als fächerübergreifendes Forschungsparadigma. Konferenzabstracts, Universität Leipzig,  7. bis 12. März 2016}, publisher={Nisaba-Verlag}, author={Stotz, Sophia and Geierhos, Michaela}, year={2016}, pages={378–381} }' chicago: 'Stotz, Sophia, and Michaela Geierhos. “Wie verhalten sich Aktionäre bei Unternehmenszusammenschlüssen? Modellierung sprachlicher Muster zur Analyse treibender Faktoren bei der Berichterstattung.” In DHd 2016: Modellierung - Vernetzung - Visualisierung. Die Digital Humanities als fächerübergreifendes Forschungsparadigma. Konferenzabstracts, Universität Leipzig,  7. bis 12. März 2016, 378–81. Duisburg, Germany: Nisaba-Verlag, 2016.' ieee: 'S. Stotz and M. Geierhos, “Wie verhalten sich Aktionäre bei Unternehmenszusammenschlüssen? Modellierung sprachlicher Muster zur Analyse treibender Faktoren bei der Berichterstattung,” in DHd 2016: Modellierung - Vernetzung - Visualisierung. Die Digital Humanities als fächerübergreifendes Forschungsparadigma. Konferenzabstracts, Universität Leipzig,  7. bis 12. März 2016, Leipzig, Germany, 2016, pp. 378–381.' mla: 'Stotz, Sophia, and Michaela Geierhos. “Wie verhalten sich Aktionäre bei Unternehmenszusammenschlüssen? Modellierung sprachlicher Muster zur Analyse treibender Faktoren bei der Berichterstattung.” DHd 2016: Modellierung - Vernetzung - Visualisierung. Die Digital Humanities als fächerübergreifendes Forschungsparadigma. Konferenzabstracts, Universität Leipzig,  7. bis 12. März 2016, Nisaba-Verlag, 2016, pp. 378–81.' short: 'S. Stotz, M. Geierhos, in: DHd 2016: Modellierung - Vernetzung - Visualisierung. Die Digital Humanities als fächerübergreifendes Forschungsparadigma. Konferenzabstracts, Universität Leipzig,  7. bis 12. März 2016, Nisaba-Verlag, Duisburg, Germany, 2016, pp. 378–381.' conference: end_date: 2016-03-12 location: Leipzig, Germany name: 3. Tagung des Verbands Digital Humanities im deutschsprachigen Raum e.V. start_date: 2016-03-07 date_created: 2018-01-31T12:48:27Z date_updated: 2022-01-06T06:51:02Z department: - _id: '36' - _id: '1' - _id: '579' 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 oa: '1' page: 378-381 place: Duisburg, Germany publication: 'DHd 2016: Modellierung - Vernetzung - Visualisierung. Die Digital Humanities als fächerübergreifendes Forschungsparadigma. Konferenzabstracts, Universität Leipzig, 7. bis 12. März 2016' publication_identifier: isbn: - 978-3-941379-05-3 publication_status: published publisher: Nisaba-Verlag quality_controlled: '1' status: public title: Wie verhalten sich Aktionäre bei Unternehmenszusammenschlüssen? Modellierung sprachlicher Muster zur Analyse treibender Faktoren bei der Berichterstattung type: conference user_id: '13929' year: '2016' ... --- _id: '1152' author: - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 citation: ama: 'Geierhos M. Webmonitoring. In: Gronau N, Becker J, Sinz E, Suhl L, Leimeister JM, eds. Enzyklopädie der Wirtschaftsinformatik. 9th ed. Berlin, Germany: GITO-Verlag; 2016.' apa: 'Geierhos, M. (2016). Webmonitoring. In N. Gronau, J. Becker, E. Sinz, L. Suhl, & J. M. Leimeister (Eds.), Enzyklopädie der Wirtschaftsinformatik (9th ed.). Berlin, Germany: GITO-Verlag.' bibtex: '@inbook{Geierhos_2016, place={Berlin, Germany}, edition={9}, title={Webmonitoring}, booktitle={Enzyklopädie der Wirtschaftsinformatik}, publisher={GITO-Verlag}, author={Geierhos, Michaela}, editor={Gronau, Norbert and Becker, Jörg and Sinz, Elmar and Suhl, Leena and Leimeister, Jan M.Editors}, year={2016} }' chicago: 'Geierhos, Michaela. “Webmonitoring.” In Enzyklopädie der Wirtschaftsinformatik, edited by Norbert Gronau, Jörg Becker, Elmar Sinz, Leena Suhl, and Jan M. Leimeister, 9th ed. Berlin, Germany: GITO-Verlag, 2016.' ieee: 'M. Geierhos, “Webmonitoring,” in Enzyklopädie der Wirtschaftsinformatik, 9th ed., N. Gronau, J. Becker, E. Sinz, L. Suhl, and J. M. Leimeister, Eds. Berlin, Germany: GITO-Verlag, 2016.' mla: Geierhos, Michaela. “Webmonitoring.” Enzyklopädie der Wirtschaftsinformatik, edited by Norbert Gronau et al., 9th ed., 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.' date_created: 2018-01-31T13:49:30Z date_updated: 2022-01-06T06:51:02Z department: - _id: '36' - _id: '1' - _id: '579' edition: '9' editor: - first_name: Norbert full_name: Gronau, Norbert last_name: Gronau - first_name: Jörg full_name: Becker, Jörg last_name: Becker - first_name: Elmar full_name: Sinz, Elmar last_name: Sinz - first_name: Leena full_name: Suhl, Leena last_name: Suhl - first_name: Jan M. full_name: Leimeister, Jan M. last_name: Leimeister keyword: - Webmonitoring language: - iso: ger main_file_link: - open_access: '1' url: http://www.wi-lex.de/lexikon/daten-wissen/Business-Intelligence/Analytische-Informationssysteme--Methoden-der-/webmonitoring/webmonitoring/?searchterm=webmonitoring oa: '1' place: Berlin, Germany publication: Enzyklopädie der Wirtschaftsinformatik publication_status: published publisher: GITO-Verlag quality_controlled: '1' status: public title: Webmonitoring type: encyclopedia_article user_id: '13929' year: '2016' ... --- _id: '1153' author: - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 citation: ama: 'Geierhos M. Sentimentanalyse. In: Gronau N, Becker J, Sinz E, Suhl L, Leimeister JM, eds. Enzyklopädie der Wirtschaftsinformatik. 9th ed. Berlin, Germany: GITO-Verlag; 2016.' apa: 'Geierhos, M. (2016). Sentimentanalyse. In N. Gronau, J. Becker, E. Sinz, L. Suhl, & J. M. Leimeister (Eds.), Enzyklopädie der Wirtschaftsinformatik (9th ed.). Berlin, Germany: GITO-Verlag.' bibtex: '@inbook{Geierhos_2016, place={Berlin, Germany}, edition={9}, title={Sentimentanalyse}, booktitle={Enzyklopädie der Wirtschaftsinformatik}, publisher={GITO-Verlag}, author={Geierhos, Michaela}, editor={Gronau, Norbert and Becker, Jörg and Sinz, Elmar and Suhl, Leena and Leimeister, Jan M.Editors}, year={2016} }' chicago: 'Geierhos, Michaela. “Sentimentanalyse.” In Enzyklopädie der Wirtschaftsinformatik, edited by Norbert Gronau, Jörg Becker, Elmar Sinz, Leena Suhl, and Jan M. Leimeister, 9th ed. Berlin, Germany: GITO-Verlag, 2016.' ieee: 'M. Geierhos, “Sentimentanalyse,” in Enzyklopädie der Wirtschaftsinformatik, 9th ed., N. Gronau, J. Becker, E. Sinz, L. Suhl, and J. M. Leimeister, Eds. Berlin, Germany: GITO-Verlag, 2016.' mla: Geierhos, Michaela. “Sentimentanalyse.” Enzyklopädie der Wirtschaftsinformatik, edited by Norbert Gronau et al., 9th ed., 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.' date_created: 2018-01-31T14:02:08Z date_updated: 2022-01-06T06:51:02Z department: - _id: '36' - _id: '1' - _id: '579' edition: '9' editor: - first_name: Norbert full_name: Gronau, Norbert last_name: Gronau - first_name: Jörg full_name: Becker, Jörg last_name: Becker - first_name: Elmar full_name: Sinz, Elmar last_name: Sinz - first_name: Leena full_name: Suhl, Leena last_name: Suhl - first_name: Jan M. full_name: Leimeister, Jan M. last_name: Leimeister keyword: - Sentimentanalyse language: - iso: ger main_file_link: - open_access: '1' url: http://www.wi-lex.de/lexikon/daten-wissen/Business-Intelligence/Analytische-Informationssysteme--Methoden-der-/sentimentanalyse/ oa: '1' place: Berlin, Germany publication: Enzyklopädie der Wirtschaftsinformatik publication_status: published publisher: GITO-Verlag quality_controlled: '1' status: public title: Sentimentanalyse type: encyclopedia_article user_id: '42496' year: '2016' ... --- _id: '1154' author: - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 citation: ama: 'Geierhos M. Text Mining. In: Gronau N, Becker J, Sinz E, Suhl L, Leimeister JM, eds. Enzyklopädie der Wirtschaftsinformatik. 9th ed. Berlin, Germany: GITO-Verlag; 2016.' apa: 'Geierhos, M. (2016). Text Mining. In N. Gronau, J. Becker, E. Sinz, L. Suhl, & J. M. Leimeister (Eds.), Enzyklopädie der Wirtschaftsinformatik (9th ed.). Berlin, Germany: GITO-Verlag.' bibtex: '@inbook{Geierhos_2016, place={Berlin, Germany}, edition={9}, title={Text Mining}, booktitle={Enzyklopädie der Wirtschaftsinformatik}, publisher={GITO-Verlag}, author={Geierhos, Michaela}, editor={Gronau, Norbert and Becker, Jörg and Sinz, Elmar and Suhl, Leena and Leimeister, Jan M.Editors}, year={2016} }' chicago: 'Geierhos, Michaela. “Text Mining.” In Enzyklopädie der Wirtschaftsinformatik, edited by Norbert Gronau, Jörg Becker, Elmar Sinz, Leena Suhl, and Jan M. Leimeister, 9th ed. Berlin, Germany: GITO-Verlag, 2016.' ieee: 'M. Geierhos, “Text Mining,” in Enzyklopädie der Wirtschaftsinformatik, 9th ed., N. Gronau, J. Becker, E. Sinz, L. Suhl, and J. M. Leimeister, Eds. Berlin, Germany: GITO-Verlag, 2016.' mla: Geierhos, Michaela. “Text Mining.” Enzyklopädie der Wirtschaftsinformatik, edited by Norbert Gronau et al., 9th ed., 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.' date_created: 2018-01-31T14:06:36Z date_updated: 2022-01-06T06:51:02Z department: - _id: '36' - _id: '1' - _id: '579' edition: '9' editor: - first_name: Norbert full_name: Gronau, Norbert last_name: Gronau - first_name: Jörg full_name: Becker, Jörg last_name: Becker - first_name: Elmar full_name: Sinz, Elmar last_name: Sinz - first_name: Leena full_name: Suhl, Leena last_name: Suhl - first_name: Jan M. full_name: Leimeister, Jan M. last_name: Leimeister keyword: - Text Mining language: - iso: ger main_file_link: - open_access: '1' url: http://www.wi-lex.de/lexikon/technologien-methoden/text-mining/text-mining/?searchterm=text%20mining oa: '1' place: Berlin, Germany publication: Enzyklopädie der Wirtschaftsinformatik publication_status: published publisher: GITO-Verlag quality_controlled: '1' status: public title: Text Mining type: encyclopedia_article user_id: '13929' year: '2016' ... --- _id: '1155' author: - first_name: Michaela full_name: Geierhos, Michaela id: '42496' last_name: Geierhos orcid: 0000-0002-8180-5606 citation: ama: 'Geierhos M. Crawler (fokussiert / nicht fokussiert). In: Gronau N, Becker J, Sinz E, Suhl L, Leimeister JM, eds. Enzyklopädie der Wirtschaftsinformatik. 9th ed. Berlin, Germany: GITO-Verlag; 2016.' apa: 'Geierhos, M. (2016). Crawler (fokussiert / nicht fokussiert). In N. Gronau, J. Becker, E. Sinz, L. Suhl, & J. M. Leimeister (Eds.), Enzyklopädie der Wirtschaftsinformatik (9th ed.). Berlin, Germany: GITO-Verlag.' bibtex: '@inbook{Geierhos_2016, place={Berlin, Germany}, edition={9}, title={Crawler (fokussiert / nicht fokussiert)}, booktitle={Enzyklopädie der Wirtschaftsinformatik}, publisher={GITO-Verlag}, author={Geierhos, Michaela}, editor={Gronau, Norbert and Becker, Jörg and Sinz, Elmar and Suhl, Leena and Leimeister, Jan M.Editors}, year={2016} }' chicago: 'Geierhos, Michaela. “Crawler (fokussiert / nicht fokussiert).” In Enzyklopädie der Wirtschaftsinformatik, edited by Norbert Gronau, Jörg Becker, Elmar Sinz, Leena Suhl, and Jan M. Leimeister, 9th ed. Berlin, Germany: GITO-Verlag, 2016.' ieee: 'M. Geierhos, “Crawler (fokussiert / nicht fokussiert),” in Enzyklopädie der Wirtschaftsinformatik, 9th ed., N. Gronau, J. Becker, E. Sinz, L. Suhl, and J. M. Leimeister, Eds. Berlin, Germany: GITO-Verlag, 2016.' mla: Geierhos, Michaela. “Crawler (fokussiert / nicht fokussiert).” Enzyklopädie der Wirtschaftsinformatik, edited by Norbert Gronau et al., 9th ed., 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.' date_created: 2018-01-31T14:08:52Z date_updated: 2022-01-06T06:51:02Z department: - _id: '36' - _id: '1' - _id: '579' edition: '9' editor: - first_name: Norbert full_name: Gronau, Norbert last_name: Gronau - first_name: Jörg full_name: Becker, Jörg last_name: Becker - first_name: Elmar full_name: Sinz, Elmar last_name: Sinz - first_name: Leena full_name: Suhl, Leena last_name: Suhl - first_name: Jan M. full_name: Leimeister, Jan M. last_name: Leimeister keyword: - Crawler language: - iso: ger main_file_link: - open_access: '1' url: http://www.wi-lex.de/lexikon/technologien-methoden/crawler-fokussiert-nicht-fokussiert/crawler-fokussiert-nicht-fokussiert/?searchterm=crawler oa: '1' place: Berlin, Germany publication: Enzyklopädie der Wirtschaftsinformatik publication_status: published publisher: GITO-Verlag quality_controlled: '1' status: public title: Crawler (fokussiert / nicht fokussiert) type: encyclopedia_article user_id: '13929' year: '2016' ... --- _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: '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' ... --- _id: '1148' abstract: - lang: eng text: The individual search for information about physicians on Web 2.0 platforms can affect almost all aspects of our lives. People can directly access physician rating websites via web browsers or use any search engine to find physician reviews and ratings filtered by location resp. specialty. However, sometimes keyword search does not meet user needs because of the disagreement of users’ common terms queries for symptoms and the widespread medical terminology. In this paper, we present the prototype of a specialised search engine that overcomes this by indexing user-generated content (i.e., review texts) for physician discovery and provides automatic suggestions as well as an appropriate visualisation. On the one hand, we consider the available numeric physician ratings as sorting criterion for the ranking of query results. Furthermore, we extended existing ranking algorithms with respect to domain-specific types and physicians ratings on the other hand. We gathered more than 860,000 review texts and collected more than 213,000 physician records. A random test shows that about 19.7% of 5,100 different words in total are health- related and partly belong to consumer health vocabularies. Our evaluation results show that the query results fit user's particular health issues when seeking for physicians. author: - first_name: Frederik Simon full_name: Bäumer, Frederik Simon id: '38837' last_name: Bäumer - 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: 'Bäumer FS, Dollmann M, Geierhos M. Find a Physician by Matching Medical Needs described in your Own Words. In: Shakshuki EM, ed. The 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015) / The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015) / Affiliated Workshops. Vol 63. Procedia Computer Science. Amsterdam, The Netherlands: Elsevier; 2015:417-424. doi:10.1016/j.procs.2015.08.362' apa: 'Bäumer, F. S., Dollmann, M., & Geierhos, M. (2015). Find a Physician by Matching Medical Needs described in your Own Words. In E. M. Shakshuki (Ed.), The 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015) / The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015) / Affiliated Workshops (Vol. 63, pp. 417–424). Amsterdam, The Netherlands: Elsevier. https://doi.org/10.1016/j.procs.2015.08.362' bibtex: '@inproceedings{Bäumer_Dollmann_Geierhos_2015, place={Amsterdam, The Netherlands}, series={Procedia Computer Science}, title={Find a Physician by Matching Medical Needs described in your Own Words}, volume={63}, DOI={10.1016/j.procs.2015.08.362}, booktitle={The 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015) / The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015) / Affiliated Workshops}, publisher={Elsevier}, author={Bäumer, Frederik Simon and Dollmann, Markus and Geierhos, Michaela}, editor={Shakshuki, Elhadi M.Editor}, year={2015}, pages={417–424}, collection={Procedia Computer Science} }' chicago: 'Bäumer, Frederik Simon, Markus Dollmann, and Michaela Geierhos. “Find a Physician by Matching Medical Needs Described in Your Own Words.” In The 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015) / The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015) / Affiliated Workshops, edited by Elhadi M. Shakshuki, 63:417–24. Procedia Computer Science. Amsterdam, The Netherlands: Elsevier, 2015. https://doi.org/10.1016/j.procs.2015.08.362.' ieee: F. S. Bäumer, M. Dollmann, and M. Geierhos, “Find a Physician by Matching Medical Needs described in your Own Words,” in The 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015) / The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015) / Affiliated Workshops, Berlin, Germany, 2015, vol. 63, pp. 417–424. mla: Bäumer, Frederik Simon, et al. “Find a Physician by Matching Medical Needs Described in Your Own Words.” The 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015) / The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015) / Affiliated Workshops, edited by Elhadi M. Shakshuki, vol. 63, Elsevier, 2015, pp. 417–24, doi:10.1016/j.procs.2015.08.362. short: 'F.S. Bäumer, M. Dollmann, M. Geierhos, in: E.M. Shakshuki (Ed.), The 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015) / The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015) / Affiliated Workshops, Elsevier, Amsterdam, The Netherlands, 2015, pp. 417–424.' conference: end_date: 2015-09-30 location: Berlin, Germany name: 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2015) start_date: 2015-09-27 date_created: 2018-01-31T11:49:59Z date_updated: 2022-01-06T06:51:01Z department: - _id: '36' - _id: '1' - _id: '579' doi: 10.1016/j.procs.2015.08.362 editor: - first_name: Elhadi M. full_name: Shakshuki, Elhadi M. last_name: Shakshuki intvolume: ' 63' keyword: - Physician Discovery - Consumer Health Vocabulary - Common Terms Query language: - iso: eng page: 417-424 place: Amsterdam, The Netherlands publication: The 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015) / The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015) / Affiliated Workshops publication_identifier: issn: - '18770509' publication_status: published publisher: Elsevier quality_controlled: '1' series_title: Procedia Computer Science status: public title: Find a Physician by Matching Medical Needs described in your Own Words type: conference user_id: '42496' volume: 63 year: '2015' ...