{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,18]],"date-time":"2026-05-18T16:46:41Z","timestamp":1779122801869,"version":"3.51.4"},"reference-count":29,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,6,30]],"date-time":"2024-06-30T00:00:00Z","timestamp":1719705600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,6,30]],"date-time":"2024-06-30T00:00:00Z","timestamp":1719705600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100010818","name":"Beijing Information Science and Technology University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100010818","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,6,30]]},"DOI":"10.1109\/ijcnn60899.2024.10651418","type":"proceedings-article","created":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T17:35:05Z","timestamp":1725903305000},"page":"1-8","source":"Crossref","is-referenced-by-count":1,"title":["Self-KT: Self-attentive Knowledge Tracing with Feature Fusion Pre-training in Online Education"],"prefix":"10.1109","author":[{"given":"Guoqiang","family":"Lu","sequence":"first","affiliation":[{"name":"Beijing Information Science and Technology University,Computer School,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ke","family":"Niu","sequence":"additional","affiliation":[{"name":"Beijing Information Science and Technology University,Computer School,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xueping","family":"Peng","sequence":"additional","affiliation":[{"name":"University of Technology Sydney,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuhang","family":"Zhou","sequence":"additional","affiliation":[{"name":"Beijing Information Science and Technology University,Computer School,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ke","family":"Zhang","sequence":"additional","affiliation":[{"name":"Beijing Information Science and Technology University,Computer School,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wenjuan","family":"Tai","sequence":"additional","affiliation":[{"name":"Beijing Information Science and Technology University,Computer School,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-30108-7_22"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331195"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3450613.3456831"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3437963.3441802"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052580"},{"key":"ref6","article-title":"A self-attentive model for knowledge tracing","author":"Pandey","year":"2019"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/219"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3482372"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/435"},{"key":"ref10","article-title":"Application of deep self-attention in knowledge tracing","author":"Zeng","year":"2021"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313565"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3488560.3498374"},{"key":"ref13","article-title":"Lana: towards personalized deep knowledge tracing through distinguishable interactive sequences","author":"Zhou","year":"2021"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.5555\/2969239.2969296"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1989.1.2.270"},{"key":"ref17","first-page":"156","article-title":"Graph-based knowledge tracing: modeling student proficiency using graph neural network","volume-title":"IEEE\/WIC\/ACM International Conference on Web Intelligence","author":"Nakagawa"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-67658-2_18"},{"key":"ref19","article-title":"Semi-supervised classification with graph convolutional networks","author":"Kipf","year":"2016"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.108274"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11864"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3411994"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403282"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3386527.3405945"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3569576"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-009-9063-7"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-52240-7_13"},{"key":"ref29","article-title":"Visualizing data using t-sne journal of machine learning research","author":"Hinton","year":"2008"}],"event":{"name":"2024 International Joint Conference on Neural Networks (IJCNN)","location":"Yokohama, Japan","start":{"date-parts":[[2024,6,30]]},"end":{"date-parts":[[2024,7,5]]}},"container-title":["2024 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10649807\/10649898\/10651418.pdf?arnumber=10651418","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,10]],"date-time":"2024-09-10T08:05:32Z","timestamp":1725955532000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10651418\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6,30]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/ijcnn60899.2024.10651418","relation":{},"subject":[],"published":{"date-parts":[[2024,6,30]]}}}