{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T09:43:35Z","timestamp":1776937415289,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":13,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,11,21]]},"DOI":"10.1145\/3797552.3797792","type":"proceedings-article","created":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T08:35:40Z","timestamp":1776933340000},"page":"1509-1514","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Modeling Learner Behavior in Vocational E-learning Environments Using Machine Learning and Educational Data Mining"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-7931-5487","authenticated-orcid":false,"given":"Hong","family":"Fu","sequence":"first","affiliation":[{"name":"Shandong Vocational and Technical University of International Studies, Rizhao, Shandong, China,"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-8489-2797","authenticated-orcid":false,"given":"Liting","family":"Zhang","sequence":"additional","affiliation":[{"name":"Shandong Vocational and Technical University of International Studies, Rizhao, Shandong, China,"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2026,4,23]]},"reference":[{"key":"e_1_3_3_1_1_2","first-page":"45","article-title":"Enhancing Online Learning Outcomes in Vocational Colleges Through Multivariate Statistical Analysis","volume":"17","author":"Yao Y.","year":"2025","unstructured":"Yao, Y. (2025). Enhancing Online Learning Outcomes in Vocational Colleges Through Multivariate Statistical Analysis. Modern Business Trade Industry, 17, 45-52.","journal-title":"Modern Business Trade Industry"},{"issue":"259","key":"e_1_3_3_1_2_2","first-page":"1","article-title":"Enhancing Workforce Attendance Evaluation in Vocational Schools: A Decision Support Framework Powered by Explainable Machine Learning","volume":"114","author":"Chen L.","year":"2025","unstructured":"Chen, L., & Wang, H. (2025). Enhancing Workforce Attendance Evaluation in Vocational Schools: A Decision Support Framework Powered by Explainable Machine Learning. Machine Learning, 114(259), 1-24.","journal-title":"Machine Learning"},{"issue":"3","key":"e_1_3_3_1_3_2","first-page":"12","article-title":"Symposium on High-Quality Development of Vocational Education, Data Construction, and Evidence-Based Decision Making","volume":"45","author":"Beijing Normal University National Vocational Education Research Institute.","year":"2023","unstructured":"Beijing Normal University National Vocational Education Research Institute. (2023). Symposium on High-Quality Development of Vocational Education, Data Construction, and Evidence-Based Decision Making. Vocational Education Research, 45(3), 12-18.","journal-title":"Vocational Education Research"},{"issue":"45","key":"e_1_3_3_1_4_2","first-page":"1","article-title":"MM-TBA: A Multi-Modal Dataset for Teacher Behavior Analysis in Offline Classrooms","volume":"8","author":"Zhang R.","year":"2025","unstructured":"Zhang, R., Li, W., & Zhao, Y. (2025). MM-TBA: A Multi-Modal Dataset for Teacher Behavior Analysis in Offline Classrooms. Scientific Data, 8(45), 1-14.","journal-title":"Scientific Data"},{"issue":"3","key":"e_1_3_3_1_5_2","first-page":"15","article-title":"Notice on Strengthening Artificial Intelligence Education in Technical Schools","volume":"28","author":"Shandong Provincial Department of Human Resources and Social Security.","year":"2025","unstructured":"Shandong Provincial Department of Human Resources and Social Security. (2025). Notice on Strengthening Artificial Intelligence Education in Technical Schools. Shandong Education Gazette, 28(3), 15-19.","journal-title":"Shandong Education Gazette"},{"key":"e_1_3_3_1_6_2","volume-title":"Production Training Platform - Career Planning and Job Matching Subsystem. Data Elements \u00d7 Competition Beijing Semi-Final, 2, 1-8","author":"Vocational School","year":"2025","unstructured":"BWI Vocational School. (2025). Production Training Platform - Career Planning and Job Matching Subsystem. Data Elements \u00d7 Competition Beijing Semi-Final, 2, 1-8."},{"issue":"2","key":"e_1_3_3_1_7_2","first-page":"89","article-title":"DIPSEER: A Dataset for In-Person Student Emotion and Engagement Recognition in the Wild","volume":"42","author":"Garcia M.","year":"2025","unstructured":"Garcia, M., Rodriguez, P., & Martinez, R. (2025). DIPSEER: A Dataset for In-Person Student Emotion and Engagement Recognition in the Wild. Journal of Educational Technology, 42(2), 89-104.","journal-title":"Journal of Educational Technology"},{"issue":"2","key":"e_1_3_3_1_8_2","first-page":"7","article-title":"Ten Measures for 'Artificial Intelligence+' Action in Tianjin Vocational Education","volume":"33","author":"Tianjin Municipal Education Commission","year":"2025","unstructured":"Tianjin Municipal Education Commission. (2025). Ten Measures for 'Artificial Intelligence+' Action in Tianjin Vocational Education. Tianjin Education, 33(2), 7-12.","journal-title":"Tianjin Education"},{"key":"e_1_3_3_1_9_2","first-page":"1","article-title":"Construction and Application Research of Vocational Ability-Oriented Smart Learning Model in Higher Vocational Colleges","volume":"5","author":"Huang J.","year":"2023","unstructured":"Huang, J., & Zhong, S. (2023). Construction and Application Research of Vocational Ability-Oriented Smart Learning Model in Higher Vocational Colleges. Journal of Northeast Normal University, 5, 1-15.","journal-title":"Journal of Northeast Normal University"},{"key":"e_1_3_3_1_10_2","first-page":"104","article-title":"Mining LMS Data to Develop an 'Early Warning System' for Educators: An Updated Proof of Concept","volume":"192","author":"Macfadyen L. P.","year":"2023","unstructured":"Macfadyen, L. P., & Dawson, S. (2023). Mining LMS Data to Develop an 'Early Warning System' for Educators: An Updated Proof of Concept. Computers & Education, 192, 104-125.","journal-title":"Computers & Education"},{"key":"e_1_3_3_1_11_2","volume-title":"Proceedings of the 8th International Learning Analytics & Knowledge Conference, 156-165","author":"Okubo F.","year":"2024","unstructured":"Okubo, F., Yamashita, T., Shimada, A., & Konomi, S. (2024). A Neural Network Approach for Students' Performance Prediction: Enhancing Interpretability with Explainable AI. Proceedings of the 8th International Learning Analytics & Knowledge Conference, 156-165."},{"issue":"1","key":"e_1_3_3_1_12_2","first-page":"45","article-title":"The Effectiveness of Multimedia in Vocational Education: A Meta-Analysis of Recent Studies","volume":"76","author":"Smith A.","year":"2024","unstructured":"Smith, A., & Jones, J. (2024). The Effectiveness of Multimedia in Vocational Education: A Meta-Analysis of Recent Studies. Journal of Vocational Education & Training, 76(1), 45-67.","journal-title":"Journal of Vocational Education & Training"},{"key":"e_1_3_3_1_13_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10639-025-13361-7"}],"event":{"name":"ICAIE 2025: 2025 4th International Conference on Artificial Intelligence and Education","location":"Nanjing China","acronym":"ICAIE 2025"},"container-title":["Proceedings of the 2025 4th International Conference on Artificial Intelligence and Education"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3797552.3797792","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T08:51:23Z","timestamp":1776934283000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3797552.3797792"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,21]]},"references-count":13,"alternative-id":["10.1145\/3797552.3797792","10.1145\/3797552"],"URL":"https:\/\/doi.org\/10.1145\/3797552.3797792","relation":{},"subject":[],"published":{"date-parts":[[2025,11,21]]},"assertion":[{"value":"2026-04-23","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}