{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,28]],"date-time":"2026-03-28T13:28:18Z","timestamp":1774704498413,"version":"3.50.1"},"reference-count":52,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62377022"],"award-info":[{"award-number":["62377022"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62293552"],"award-info":[{"award-number":["62293552"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62437002"],"award-info":[{"award-number":["62437002"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["71901171"],"award-info":[{"award-number":["71901171"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"AI and Faculty Empowerment Pilot","award":["CCNUAI&FE2022-02"],"award-info":[{"award-number":["CCNUAI&FE2022-02"]}]},{"name":"Knowledge Innovation Program of Wuhan-Shuguang Project","award":["2023010201020387"],"award-info":[{"award-number":["2023010201020387"]}]},{"name":"Hubei Provincial Natural Science Foundation of China","award":["2023AFA020"],"award-info":[{"award-number":["2023AFA020"]}]},{"name":"2023 Higher Education Science Research Program of China Association of Higher Education","award":["23XXK0301"],"award-info":[{"award-number":["23XXK0301"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2025,8]]},"DOI":"10.1109\/tkde.2025.3568709","type":"journal-article","created":{"date-parts":[[2025,5,9]],"date-time":"2025-05-09T14:02:44Z","timestamp":1746799364000},"page":"4691-4703","source":"Crossref","is-referenced-by-count":8,"title":["Hypergraph Convolutional Networks for Course Recommendation in MOOCs"],"prefix":"10.1109","volume":"37","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4094-7261","authenticated-orcid":false,"given":"Zhu","family":"Su","sequence":"first","affiliation":[{"name":"National Engineering Research Center of Educational Big Data and The Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan, China"}]},{"given":"Yafeng","family":"Li","sequence":"additional","affiliation":[{"name":"National Engineering Research Center of Educational Big Data and The Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6168-8430","authenticated-orcid":false,"given":"Qing","family":"Li","sequence":"additional","affiliation":[{"name":"National Engineering Research Center of Educational Big Data and The Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan, China"}]},{"given":"Zhonghua","family":"Yan","sequence":"additional","affiliation":[{"name":"National Engineering Research Center of Educational Big Data and The Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0642-3798","authenticated-orcid":false,"given":"Longfeng","family":"Zhao","sequence":"additional","affiliation":[{"name":"Northwestern Polytechnical University, Xi&#x2019;An, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5024-9056","authenticated-orcid":false,"given":"Zhi","family":"Liu","sequence":"additional","affiliation":[{"name":"National Engineering Research Center of Educational Big Data and The Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0951-1072","authenticated-orcid":false,"given":"Jianwen","family":"Sun","sequence":"additional","affiliation":[{"name":"National Engineering Research Center of Educational Big Data and The Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4926-3720","authenticated-orcid":false,"given":"Sannyuya","family":"Liu","sequence":"additional","affiliation":[{"name":"National Engineering Research Center of Educational Big Data and The Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan, China"}]}],"member":"263","reference":[{"key":"ref1","first-page":"191","article-title":"Implementing & improvisation of K-means clustering algorithm","volume-title":"Int. J. Comput. Sci. Mob. Comput.","volume":"5","author":"Raval","year":"2016"},{"issue":"2","key":"ref2","first-page":"1","article-title":"Apriori association rule for course recommender system","volume":"5","author":"Fauzan","year":"2020","journal-title":"Indonesian J. Comput."},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CSTE55932.2022.00008"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/PHM-Yantai55411.2022.9941969"},{"key":"ref5","first-page":"261","article-title":"Multi-modal matrix factorization with side information for recommending massive open online courses","volume-title":"Expert Syst. Appl.","volume":"118","author":"Symeonidis","year":"2019"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CloudCom.2019.00040"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-10928-8_43"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"52","DOI":"10.24996\/ijs.2021.SI.1.8","article-title":"Modern probabilistic model: Filtering massive data in E-learning","author":"Alaoui Harouni","year":"2021","journal-title":"Iraq. J. Sci."},{"key":"ref9","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.eswa.2019.04.044","article-title":"Bayesian probabilistic tensor factorization for recommendation and rating aggregation with multicriteria evaluation data","volume":"131","author":"Morise","year":"2019","journal-title":"Expert Syst. Appl."},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-55130-8_25"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ISET49818.2020.00047"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/5902199"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICISE-IE53922.2021.00106"},{"key":"ref14","first-page":"1247","article-title":"Layer-refined graph convolutional networks for recommendation","volume-title":"Proc. IEEE 39th Int. Conf. Data Eng.","author":"Zhou"},{"key":"ref15","article-title":"Top-N personalized recommendation with graph neural networks in MOOCs","volume":"2","author":"Wang","year":"2021","journal-title":"Comput. Educ.: Artif. Intell."},{"issue":"3","key":"ref16","doi-asserted-by":"crossref","DOI":"10.1016\/j.ipm.2022.102938","article-title":"HGNN: Hyperedge-based graph neural network for MOOC course recommendation","volume":"59","author":"Wang","year":"2022","journal-title":"Inf. Process. Manage."},{"key":"ref17","article-title":"Spectral networks and locally connected networks on graphs","author":"Bruna","year":"2013"},{"key":"ref18","article-title":"Semi-supervised classification with graph convolutional networks","author":"Kipf","year":"2016"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11691"},{"key":"ref20","article-title":"Graph attention networks","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Veli\u010dkovi\u0107"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313562"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33013558"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/366"},{"key":"ref24","doi-asserted-by":"crossref","DOI":"10.1016\/j.patcog.2020.107637","article-title":"Hypergraph convolution and hypergraph attention","volume":"110","author":"Bai","year":"2021","journal-title":"Pattern Recognit."},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/267"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449844"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401133"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539473"},{"key":"ref29","first-page":"4503","article-title":"Self-supervised hypergraph convolutional networks for session-based recommendation","volume-title":"Proc. AAAI Conf. Artif. Intell.","author":"Xia"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403253"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3532058"},{"key":"ref32","doi-asserted-by":"crossref","DOI":"10.1016\/j.eswa.2023.119875","article-title":"Session-based recommendation with hypergraph convolutional networks and sequential information embeddings","volume":"223","author":"Ding","year":"2023","journal-title":"Expert Syst. Appl."},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CSITSS.2018.8768755"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1108\/IJCS-08-2017-0021"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3106426.3106478"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ISET.2017.33"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3303772.3303814"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3298689.3347030"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM54844.2022.00155"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.psych.55.090902.142015"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.soc.27.1.415"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401063"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2953264"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1205.2618"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-77712-2_133"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2019.00057"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331267"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3482297"},{"key":"ref50","article-title":"Inhomogeneous social recommendation with hypergraph convolutional networks","author":"Zhu","year":"2021"},{"key":"ref51","volume-title":"PyTorch: An Imperative Style, High-Performance Deep Learning Library","author":"Paszke","year":"2019"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3482016"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/69\/11072530\/10994550.pdf?arnumber=10994550","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,26]],"date-time":"2025-08-26T21:54:56Z","timestamp":1756245296000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10994550\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8]]},"references-count":52,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2025.3568709","relation":{},"ISSN":["1041-4347","1558-2191","2326-3865"],"issn-type":[{"value":"1041-4347","type":"print"},{"value":"1558-2191","type":"electronic"},{"value":"2326-3865","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8]]}}}