{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,17]],"date-time":"2026-06-17T02:01:30Z","timestamp":1781661690401,"version":"3.54.5"},"publisher-location":"New York, NY, USA","reference-count":23,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,10,17]],"date-time":"2022-10-17T00:00:00Z","timestamp":1665964800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"NSFC","award":["62077028, 61877029"],"award-info":[{"award-number":["62077028, 61877029"]}]},{"name":"the Science and Technology Planning Project of Guangdong","award":["2021B0101420003, 2020B1212030003, 2019A050510024, 2020ZDZX3013, 2019B1515120010"],"award-info":[{"award-number":["2021B0101420003, 2020B1212030003, 2019A050510024, 2020ZDZX3013, 2019B1515120010"]}]},{"name":"the High Performance Public Computing Service Platform of Jinan University"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,10,17]]},"DOI":"10.1145\/3511808.3557622","type":"proceedings-article","created":{"date-parts":[[2022,10,16]],"date-time":"2022-10-16T01:22:22Z","timestamp":1665883342000},"page":"3863-3867","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":28,"title":["Knowledge Tracing Model with Learning and Forgetting Behavior"],"prefix":"10.1145","author":[{"given":"Mingzhi","family":"Chen","sequence":"first","affiliation":[{"name":"Jinan University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Quanlong","family":"Guan","sequence":"additional","affiliation":[{"name":"Jinan University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yizhou","family":"He","sequence":"additional","affiliation":[{"name":"Jinan University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhenyu","family":"He","sequence":"additional","affiliation":[{"name":"Jinan University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liangda","family":"Fang","sequence":"additional","affiliation":[{"name":"Jinan University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weiqi","family":"Luo","sequence":"additional","affiliation":[{"name":"Jinan University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2022,10,17]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"A survey of knowledge tracing. arXiv preprint arXiv:2105.15106","author":"Liu Qi","year":"2021","unstructured":"Qi Liu , Shuanghong Shen , Zhenya Huang , Enhong Chen , and Yonghe Zheng . A survey of knowledge tracing. arXiv preprint arXiv:2105.15106 , 2021 . Qi Liu, Shuanghong Shen, Zhenya Huang, Enhong Chen, and Yonghe Zheng. A survey of knowledge tracing. arXiv preprint arXiv:2105.15106, 2021."},{"key":"e_1_3_2_1_2_1","volume-title":"Nour El Mawas, and Jean Heutte. Machine learning techniques for knowledge tracing: A systematic literature review","author":"Ramirez Luelmo Sergio Ivan","year":"2021","unstructured":"Sergio Ivan Ramirez Luelmo , Nour El Mawas, and Jean Heutte. Machine learning techniques for knowledge tracing: A systematic literature review . 2021 . Sergio Ivan Ramirez Luelmo, Nour El Mawas, and Jean Heutte. Machine learning techniques for knowledge tracing: A systematic literature review. 2021."},{"key":"e_1_3_2_1_3_1","volume-title":"Deep knowledge tracing. Advances in neural information processing systems, 28","author":"Piech Chris","year":"2015","unstructured":"Chris Piech , Jonathan Bassen , Jonathan Huang , Surya Ganguli , Mehran Sahami , Leonidas J Guibas , and Jascha Sohl-Dickstein . Deep knowledge tracing. Advances in neural information processing systems, 28 , 2015 . Chris Piech, Jonathan Bassen, Jonathan Huang, Surya Ganguli, Mehran Sahami, Leonidas J Guibas, and Jascha Sohl-Dickstein. Deep knowledge tracing. Advances in neural information processing systems, 28, 2015."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052580"},{"key":"e_1_3_2_1_5_1","volume-title":"End-to-end memory networks. Advances in neural information processing systems, 28","author":"Sukhbaatar Sainbayar","year":"2015","unstructured":"Sainbayar Sukhbaatar , Jason Weston , Rob Fergus , End-to-end memory networks. Advances in neural information processing systems, 28 , 2015 . Sainbayar Sukhbaatar, Jason Weston, Rob Fergus, et al. End-to-end memory networks. Advances in neural information processing systems, 28, 2015."},{"key":"e_1_3_2_1_6_1","volume-title":"Mistakes grow your brain. Youcubed at Stanford University Graduate School of Education. Accessed April, 14","author":"Boaler Jo","year":"2016","unstructured":"Jo Boaler . Mistakes grow your brain. Youcubed at Stanford University Graduate School of Education. Accessed April, 14 : 2016 , 2016. Jo Boaler. Mistakes grow your brain. Youcubed at Stanford University Graduate School of Education. Accessed April, 14:2016, 2016."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313565"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403282"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3411994"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467237"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.5214\/ans.0972.7531.200408"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.35.3.340"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.4324\/9781410605269"},{"key":"e_1_3_2_1_14_1","volume-title":"The significance of dealing with mistakes for student achievement and motivation: results of doubly latent multilevel analyses. European journal of psychology of education, 34(4):731--753","author":"K\u00e4fer Julia","year":"2019","unstructured":"Julia K\u00e4fer , Susanne Kuger , Eckhard Klieme , and Mareike Kunter . The significance of dealing with mistakes for student achievement and motivation: results of doubly latent multilevel analyses. European journal of psychology of education, 34(4):731--753 , 2019 . Julia K\u00e4fer, Susanne Kuger, Eckhard Klieme, and Mareike Kunter. The significance of dealing with mistakes for student achievement and motivation: results of doubly latent multilevel analyses. European journal of psychology of education, 34(4):731--753, 2019."},{"key":"e_1_3_2_1_15_1","volume-title":"A constructive error climate as an element of effective learning environments","author":"Steuer Gabriele","year":"2015","unstructured":"Gabriele Steuer and Markus Dresel . A constructive error climate as an element of effective learning environments . 2015 . Gabriele Steuer and Markus Dresel. A constructive error climate as an element of effective learning environments. 2015."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.3390\/brainsci11091246"},{"key":"e_1_3_2_1_17_1","volume-title":"Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980","author":"Kingma Diederik P","year":"2014","unstructured":"Diederik P Kingma and Jimmy Ba . Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980 , 2014 . Diederik P Kingma and Jimmy Ba. Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980, 2014."},{"key":"e_1_3_2_1_18_1","first-page":"249","volume-title":"Proceedings of the thirteenth international conference on artificial intelligence and statistics","author":"Glorot Xavier","year":"2010","unstructured":"Xavier Glorot and Yoshua Bengio . Understanding the difficulty of training deep feedforward neural networks . In Proceedings of the thirteenth international conference on artificial intelligence and statistics , pages 249 -- 256 . JMLR Workshop and Conference Proceedings , 2010 . Xavier Glorot and Yoshua Bengio. Understanding the difficulty of training deep feedforward neural networks. In Proceedings of the thirteenth international conference on artificial intelligence and statistics, pages 249--256. JMLR Workshop and Conference Proceedings, 2010."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331195"},{"key":"e_1_3_2_1_20_1","volume-title":"Addressing the assessment challenge with an online system that tutors as it assesses. User modeling and user-adapted interaction, 19(3):243--266","author":"Feng Mingyu","year":"2009","unstructured":"Mingyu Feng , Neil Heffernan , and Kenneth Koedinger . Addressing the assessment challenge with an online system that tutors as it assesses. User modeling and user-adapted interaction, 19(3):243--266 , 2009 . Mingyu Feng, Neil Heffernan, and Kenneth Koedinger. Addressing the assessment challenge with an online system that tutors as it assesses. User modeling and user-adapted interaction, 19(3):243--266, 2009."},{"key":"e_1_3_2_1_21_1","volume-title":"A self-attentive model for knowledge tracing. arXiv preprint arXiv:1907.06837","author":"Pandey Shalini","year":"2019","unstructured":"Shalini Pandey and George Karypis . A self-attentive model for knowledge tracing. arXiv preprint arXiv:1907.06837 , 2019 . Shalini Pandey and George Karypis. A self-attentive model for knowledge tracing. arXiv preprint arXiv:1907.06837, 2019."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3448139.3448188"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3386527.3405945"}],"event":{"name":"CIKM '22: The 31st ACM International Conference on Information and Knowledge Management","location":"Atlanta GA USA","acronym":"CIKM '22","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 31st ACM International Conference on Information & Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3511808.3557622","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3511808.3557622","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T17:51:09Z","timestamp":1750182669000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3511808.3557622"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,17]]},"references-count":23,"alternative-id":["10.1145\/3511808.3557622","10.1145\/3511808"],"URL":"https:\/\/doi.org\/10.1145\/3511808.3557622","relation":{},"subject":[],"published":{"date-parts":[[2022,10,17]]},"assertion":[{"value":"2022-10-17","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}