{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T07:19:45Z","timestamp":1780384785615,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":20,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,4,14]],"date-time":"2024-04-14T00:00:00Z","timestamp":1713052800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,4,14]]},"DOI":"10.1145\/3641822.3641870","type":"proceedings-article","created":{"date-parts":[[2024,6,12]],"date-time":"2024-06-12T13:09:53Z","timestamp":1718197793000},"page":"85-90","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["Development of Data-driven Persona Including User Behavior and Pain Point through Clustering with User Log of B2B Software"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-2325-2632","authenticated-orcid":false,"given":"Rie","family":"Sera","sequence":"first","affiliation":[{"name":"Waseda University, Tokyo, Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1417-9879","authenticated-orcid":false,"given":"Hironori","family":"Washizaki","sequence":"additional","affiliation":[{"name":"Waseda University, Tokyo, Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-0985-6319","authenticated-orcid":false,"given":"Junyan","family":"Chen","sequence":"additional","affiliation":[{"name":"Waseda University, Tokyo, Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0196-2108","authenticated-orcid":false,"given":"Yoshiaki","family":"Fukazawa","sequence":"additional","affiliation":[{"name":"Waseda University, Tokyo, Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-3711-7690","authenticated-orcid":false,"given":"Masahiro","family":"Taga","sequence":"additional","affiliation":[{"name":"e-Seikatsu Co., Ltd., Tokyo, Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-2281-8842","authenticated-orcid":false,"given":"Kazuyuki","family":"Nakagawa","sequence":"additional","affiliation":[{"name":"e-Seikatsu Co., Ltd., Tokyo, Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-0726-4726","authenticated-orcid":false,"given":"Yusuke","family":"Sakai","sequence":"additional","affiliation":[{"name":"e-Seikatsu Co., Ltd., Tokyo, Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7725-5031","authenticated-orcid":false,"given":"Kiyoshi","family":"Honda","sequence":"additional","affiliation":[{"name":"Osaka Institute of Technology, Osaka, Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2024,6,12]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"[n. d.]. Numpy.finfo - NumPy v1.24 Manual."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/2695664.2695670"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3265986"},{"key":"e_1_3_2_1_4_1","volume-title":"Persona-and-scenario based requirements engineering for software embedded in digital consumer products","author":"Aoyama M.","unstructured":"M. Aoyama. 2005. Persona-and-scenario based requirements engineering for software embedded in digital consumer products. In RE. IEEE, 85--94."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3534523"},{"key":"e_1_3_2_1_6_1","volume-title":"The Inmates are Running the Asylum. Vieweg+Teubner Verlag","author":"Cooper Alan","unstructured":"Alan Cooper. 1999. The Inmates are Running the Asylum. Vieweg+Teubner Verlag, Wiesbaden, 17--17."},{"key":"e_1_3_2_1_7_1","volume-title":"Leandro G. Vasconcelos, and Laercio A. Baldochi.","author":"Souza Jonathan","year":"2021","unstructured":"Jonathan de Oliveira T. Souza, Adler Diniz de Souza, Leandro G. Vasconcelos, and Laercio A. Baldochi. 2021. Usability Smells: A Systematic Review. ITNG (2021)."},{"key":"e_1_3_2_1_8_1","unstructured":"E-SEIKATSU CO. LTD. [n. d.]. https:\/\/www.es-service.net\/service\/contract\/"},{"key":"e_1_3_2_1_9_1","unstructured":"Generated Photos. 2019. Face Generator - Generate Faces Online Using AI. https:\/\/generated.photos\/face-generator\/new Accessed: 2023-4-20."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/2909132.2926068"},{"key":"e_1_3_2_1_11_1","unstructured":"OpenAI. 2023. ChatGPT: Optimizing Language Models for Dialogue. Web Page. https:\/\/www.openai.com\/chatgpt Accessed: 2023-4-20."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3098279.3098558"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1111\/1559-8918.2018.01209"},{"key":"e_1_3_2_1_14_1","volume-title":"Proceedings of the first instructional conference on machine learning","volume":"242","author":"Juan","unstructured":"Juan Ramos et al. 2003. Using tf-idf to determine word relevance in document queries. In Proceedings of the first instructional conference on machine learning, Vol. 242. Citeseer, 29--48."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/2851581.2851600"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","unstructured":"J. Salminen Kathleen Guan Soon-Gyo Jung Shammur A Chowdhury and Bernard J Jansen. 2020. A Literature Review of Quantitative Persona Creation. CHI 1--14. 10.1145\/3313831.3376502","DOI":"10.1145\/3313831.3376502"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3465401"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1142\/S0218194021500029"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"crossref","unstructured":"Y. Watanabe Hironori Washizaki Kiyoshi Honda Yoshiaki Fukazawa Masahiro Taga Akira Matsuzaki and Takayoshi Suzuki. 2018. Retrospective based on data-driven persona significance in B-to-B software development. In ICSE-NIER. 89--92.","DOI":"10.1145\/3183399.3183410"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"crossref","unstructured":"Y. Watanabe Hironori Washizaki Kiyoshi Honda Yuki Noyori Yoshiaki Fukazawa Aoi Morizuki Hiroyuki Shibata Kentaro Ogawa Mikako Ishigaki Satiyo Shiizaki et al. 2017. ID3P: Iterative data-driven development of persona based on quantitative evaluation and revision. In CHASE. IEEE 49--55.","DOI":"10.1109\/CHASE.2017.9"}],"event":{"name":"CHASE '24: 2024 IEEE\/ACM 17th International Conference on Cooperative and Human Aspects of Software Engineering","location":"Lisbon Portugal","acronym":"CHASE '24","sponsor":["SIGSOFT ACM Special Interest Group on Software Engineering","IEEE CS","Faculty of Engineering of University of Porto"]},"container-title":["Proceedings of the 2024 IEEE\/ACM 17th International Conference on Cooperative and Human Aspects of Software Engineering"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3641822.3641870","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3641822.3641870","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T00:03:06Z","timestamp":1750291386000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3641822.3641870"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4,14]]},"references-count":20,"alternative-id":["10.1145\/3641822.3641870","10.1145\/3641822"],"URL":"https:\/\/doi.org\/10.1145\/3641822.3641870","relation":{},"subject":[],"published":{"date-parts":[[2024,4,14]]},"assertion":[{"value":"2024-06-12","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}