[{"date_created":"2026-03-09T10:55:17Z","file_date_updated":"2026-03-10T12:44:23Z","title":"Automatic Validation of Use Case Descriptions in terms of quality criteria and bad smells via NLP models and LLMs - Extended Version","main_file_link":[{"open_access":"1"}],"user_id":"257089","tmp":{"short":"CC BY-NC-SA (4.0)","legal_code_url":"https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode","name":"Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)","image":"/images/cc_by_nc_sa.png"},"has_accepted_license":"1","oa":"1","type":"working_paper","file":[{"content_type":"application/pdf","file_size":223132,"file_name":"Automatic_Validation_of_Use_Case_Descriptions_in_terms_of_quality_criteria_and_bad_smells_via_NLP_models_and_LLMs_Extended_Version.pdf","creator":"easlanoguz","date_created":"2026-03-10T12:44:23Z","success":1,"date_updated":"2026-03-10T12:44:23Z","access_level":"open_access","file_id":"6802","relation":"main_file"}],"keyword":["Use Case Description","Quality Criteria","Bad Smells","Validation","LLM","NLP"],"urn":"urn:nbn:de:hbz:bi10-67918","publication_status":"published","status":"public","citation":{"alphadin":"<span style=\"font-variant:small-caps;\">Aslan Oguz, Evin</span> ; <span style=\"font-variant:small-caps;\">Küster, Jochen</span> ; <span style=\"font-variant:small-caps;\">Schildmann, Felix Lennart</span>: <i>Automatic Validation of Use Case Descriptions in terms of quality criteria and bad smells via NLP models and LLMs - Extended Version</i>, 2026","bibtex":"@book{Aslan Oguz_Küster_Schildmann_2026, title={Automatic Validation of Use Case Descriptions in terms of quality criteria and bad smells via NLP models and LLMs - Extended Version}, author={Aslan Oguz, Evin and Küster, Jochen and Schildmann, Felix Lennart}, year={2026} }","apa":"Aslan Oguz, E., Küster, J., &#38; Schildmann, F. L. (2026). <i>Automatic Validation of Use Case Descriptions in terms of quality criteria and bad smells via NLP models and LLMs - Extended Version</i>.","ieee":"E. Aslan Oguz, J. Küster, and F. L. Schildmann, <i>Automatic Validation of Use Case Descriptions in terms of quality criteria and bad smells via NLP models and LLMs - Extended Version</i>. 2026.","mla":"Aslan Oguz, Evin, et al. <i>Automatic Validation of Use Case Descriptions in Terms of Quality Criteria and Bad Smells via NLP Models and LLMs - Extended Version</i>. 2026.","ama":"Aslan Oguz E, Küster J, Schildmann FL. <i>Automatic Validation of Use Case Descriptions in Terms of Quality Criteria and Bad Smells via NLP Models and LLMs - Extended Version</i>.; 2026.","short":"E. Aslan Oguz, J. Küster, F.L. Schildmann, Automatic Validation of Use Case Descriptions in Terms of Quality Criteria and Bad Smells via NLP Models and LLMs - Extended Version, 2026.","chicago":"Aslan Oguz, Evin, Jochen Küster, and Felix Lennart Schildmann. <i>Automatic Validation of Use Case Descriptions in Terms of Quality Criteria and Bad Smells via NLP Models and LLMs - Extended Version</i>, 2026."},"author":[{"id":"257089","first_name":"Evin","full_name":"Aslan Oguz, Evin","last_name":"Aslan Oguz"},{"last_name":"Küster","full_name":"Küster, Jochen","first_name":"Jochen","id":"217892"},{"first_name":"Felix Lennart","last_name":"Schildmann","full_name":"Schildmann, Felix Lennart"}],"date_updated":"2026-03-17T15:29:34Z","language":[{"iso":"eng"}],"_id":"6791","year":"2026"},{"user_id":"220548","publication_identifier":{"isbn":["9798400706226"]},"file":[{"success":1,"date_updated":"2026-03-09T11:55:51Z","creator":"easlanoguz","date_created":"2026-03-09T11:55:51Z","file_name":"A Comparative Analysis of ChatGPT-Generated and Human-Written Use Case Descriptions.pdf","file_size":687335,"content_type":"application/pdf","relation":"main_file","file_id":"6794","access_level":"open_access"}],"type":"conference","publication":"Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems","quality_controlled":"1","title":"A Comparative Analysis of ChatGPT-Generated and Human-Written Use Case Descriptions","file_date_updated":"2026-03-09T11:55:51Z","date_created":"2026-03-09T11:57:10Z","year":"2024","conference":{"location":"Linz Austria","name":"MODELS Companion '24: ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems","start_date":"2024-09-22","end_date":"2024-09-27"},"status":"public","page":"533-540","doi":"10.1145/3652620.3687800","corporate_editor":["Association for Computing Machinery"],"main_file_link":[{"open_access":"1"}],"alternative_id":["5101"],"has_accepted_license":"1","tmp":{"short":"CC BY-NC-SA (4.0)","legal_code_url":"https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode","name":"Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)","image":"/images/cc_by_nc_sa.png"},"oa":"1","project":[{"name":"Institute for Data Science Solutions","_id":"f432a2ee-bceb-11ed-a251-a83585c5074d"}],"publication_status":"published","urn":"urn:nbn:de:hbz:bi10-67930","keyword":["Software and its engineering → Object oriented develop- ment","Requirements analysis","• Computing methodologies → Natural language processing."],"language":[{"iso":"eng"}],"_id":"6793","place":"New York, NY, USA","author":[{"last_name":"Aslan Oguz","full_name":"Aslan Oguz, Evin","first_name":"Evin","id":"257089"},{"first_name":"Jochen","id":"217892","last_name":"Küster","full_name":"Küster, Jochen"}],"citation":{"ieee":"E. Aslan Oguz and J. Küster, “A Comparative Analysis of ChatGPT-Generated and Human-Written Use Case Descriptions,” in <i>Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems</i>, Linz Austria, 2024, pp. 533–540.","alphadin":"<span style=\"font-variant:small-caps;\">Aslan Oguz, Evin</span> ; <span style=\"font-variant:small-caps;\">Küster, Jochen</span>: A Comparative Analysis of ChatGPT-Generated and Human-Written Use Case Descriptions. In: <span style=\"font-variant:small-caps;\">Association for Computing Machinery</span> (Hrsg.): <i>Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems</i>. New York, NY, USA : ACM, 2024, S. 533–540","apa":"Aslan Oguz, E., &#38; Küster, J. (2024). A Comparative Analysis of ChatGPT-Generated and Human-Written Use Case Descriptions. In Association for Computing Machinery (Ed.), <i>Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems</i> (pp. 533–540). New York, NY, USA: ACM. <a href=\"https://doi.org/10.1145/3652620.3687800\">https://doi.org/10.1145/3652620.3687800</a>","bibtex":"@inproceedings{Aslan Oguz_Küster_2024, place={New York, NY, USA}, title={A Comparative Analysis of ChatGPT-Generated and Human-Written Use Case Descriptions}, DOI={<a href=\"https://doi.org/10.1145/3652620.3687800\">10.1145/3652620.3687800</a>}, booktitle={Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems}, publisher={ACM}, author={Aslan Oguz, Evin and Küster, Jochen}, editor={Association for Computing MachineryEditor}, year={2024}, pages={533–540} }","chicago":"Aslan Oguz, Evin, and Jochen Küster. “A Comparative Analysis of ChatGPT-Generated and Human-Written Use Case Descriptions.” In <i>Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems</i>, edited by Association for Computing Machinery, 533–40. New York, NY, USA: ACM, 2024. <a href=\"https://doi.org/10.1145/3652620.3687800\">https://doi.org/10.1145/3652620.3687800</a>.","short":"E. Aslan Oguz, J. Küster, in: Association for Computing Machinery (Ed.), Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems, ACM, New York, NY, USA, 2024, pp. 533–540.","mla":"Aslan Oguz, Evin, and Jochen Küster. “A Comparative Analysis of ChatGPT-Generated and Human-Written Use Case Descriptions.” <i>Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems</i>, edited by Association for Computing Machinery, ACM, 2024, pp. 533–40, doi:<a href=\"https://doi.org/10.1145/3652620.3687800\">10.1145/3652620.3687800</a>.","ama":"Aslan Oguz E, Küster J. A Comparative Analysis of ChatGPT-Generated and Human-Written Use Case Descriptions. In: Association for Computing Machinery, ed. <i>Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems</i>. New York, NY, USA: ACM; 2024:533-540. doi:<a href=\"https://doi.org/10.1145/3652620.3687800\">10.1145/3652620.3687800</a>"},"publisher":"ACM","date_updated":"2026-03-17T15:29:34Z"}]