{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,23]],"date-time":"2026-02-23T11:04:12Z","timestamp":1771844652275,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":16,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,6,27]],"date-time":"2024-06-27T00:00:00Z","timestamp":1719446400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,6,27]]},"DOI":"10.1145\/3631700.3665231","type":"proceedings-article","created":{"date-parts":[[2024,6,28]],"date-time":"2024-06-28T18:28:24Z","timestamp":1719599304000},"page":"576-583","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["LLMs for Knowledge Modeling: NLP Approach to Constructing User Knowledge Models for Personalized Education"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-4708-3188","authenticated-orcid":false,"given":"Diana","family":"Domenichini","sequence":"first","affiliation":[{"name":"Data Science, University of Pisa, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9857-0287","authenticated-orcid":false,"given":"Filippo","family":"Chiarello","sequence":"additional","affiliation":[{"name":"University of Pisa, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8149-8124","authenticated-orcid":false,"given":"Vito","family":"Giordano","sequence":"additional","affiliation":[{"name":"University of Pisa, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0772-600X","authenticated-orcid":false,"given":"Gualtiero","family":"Fantoni","sequence":"additional","affiliation":[{"name":"University of Pisa, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2024,6,28]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/3506860.3506875"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2021.121177"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10956-023-10039-y"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.53761\/1.20.3.02"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.iswa.2023.200244"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jrt.2023.100060"},{"key":"e_1_3_2_1_7_1","volume-title":"Computers in industry 118","author":"Fareri Silvia","year":"2020","unstructured":"Silvia Fareri, Gualtiero Fantoni, Filippo Chiarello, Elena Coli, and Anna Binda. 2020. Estimating Industry 4.0 impact on job profiles and skills using text mining. Computers in industry 118 (2020), 103222."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1332"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.30935\/cedtech\/13036"},{"key":"e_1_3_2_1_10_1","unstructured":"Ridong Han Tao Peng Chaohao Yang Benyou Wang Lu Liu and Xiang Wan. 2023. Is Information Extraction Solved by ChatGPT? An Analysis of Performance Evaluation Criteria Robustness and Errors. arxiv:2305.14450\u00a0[cs.CL]"},{"key":"e_1_3_2_1_11_1","unstructured":"Bo Li Gexiang Fang Yang Yang Quansen Wang Wei Ye Wen Zhao and Shikun Zhang. 2023. Evaluating ChatGPT\u2019s Information Extraction Capabilities: An Assessment of Performance Explainability Calibration and Faithfulness. arxiv:2304.11633\u00a0[cs.CL]"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3587102.3588827"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.iotcps.2023.04.003"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2022.121869"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3396452.3396458"},{"key":"e_1_3_2_1_16_1","unstructured":"Xiang Wei Xingyu Cui Ning Cheng Xiaobin Wang Xin Zhang Shen Huang Pengjun Xie Jinan Xu Yufeng Chen Meishan Zhang Yong Jiang and Wenjuan Han. 2023. Zero-Shot Information Extraction via Chatting with ChatGPT. arxiv:2302.10205\u00a0[cs.CL]"}],"event":{"name":"UMAP '24: 32nd ACM Conference on User Modeling, Adaptation and Personalization","location":"Cagliari Italy","acronym":"UMAP '24","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3631700.3665231","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3631700.3665231","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T15:13:34Z","timestamp":1755789214000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3631700.3665231"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6,27]]},"references-count":16,"alternative-id":["10.1145\/3631700.3665231","10.1145\/3631700"],"URL":"https:\/\/doi.org\/10.1145\/3631700.3665231","relation":{},"subject":[],"published":{"date-parts":[[2024,6,27]]},"assertion":[{"value":"2024-06-28","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}