{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T01:42:21Z","timestamp":1783042941288,"version":"3.54.6"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031643149","type":"print"},{"value":"9783031643156","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-64315-6_36","type":"book-chapter","created":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T18:03:50Z","timestamp":1719857030000},"page":"391-399","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Recurrent Neural Collaborative Filtering for\u00a0Knowledge Tracing"],"prefix":"10.1007","author":[{"given":"Russell","family":"Moore","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrew","family":"Caines","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Paula","family":"Buttery","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2024,7,2]]},"reference":[{"key":"36_CR1","doi-asserted-by":"publisher","first-page":"4","DOI":"10.2307\/1175554","volume":"13","author":"B Bloom","year":"1984","unstructured":"Bloom, B.: The 2 sigma problem: the search for methods of group instruction as effective as one-to-one tutoring. Educ. Res. 13, 4\u201316 (1984)","journal-title":"Educ. Res."},{"key":"36_CR2","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1007\/BF01099821","volume":"4","author":"AT Corbett","year":"1994","unstructured":"Corbett, A.T., Anderson, J.R.: Knowledge tracing: modeling the acquisition of procedural knowledge. User Model. User-Adap. Inter. 4, 253\u2013278 (1994)","journal-title":"User Model. User-Adap. Inter."},{"key":"36_CR3","unstructured":"Devooght, R., Bersini, H.: Collaborative filtering with recurrent neural networks. arXiv preprintarXiv:1608.07400 (2016)"},{"key":"36_CR4","unstructured":"Funk, S.: Netflix update: try this at home. https:\/\/sifter.org\/~simon\/journal\/20061211.html. Accessed 30 Sep (2020)"},{"key":"36_CR5","doi-asserted-by":"crossref","unstructured":"He, X., Liao, L., Zhang, H., Nie, L., Hu, X., Chua, T.S.: Neural collaborative filtering. In: WWW\u201917 (2017)","DOI":"10.1145\/3038912.3052569"},{"key":"36_CR6","unstructured":"Kingma, D.P., Adam, J.B.: A method for stochastic optimization. arXiv preprintarXiv:1412.6980 (2014)"},{"issue":"5","key":"36_CR7","doi-asserted-by":"publisher","first-page":"757","DOI":"10.1111\/j.1551-6709.2012.01245.x","volume":"36","author":"KR Koedinger","year":"2012","unstructured":"Koedinger, K.R., Corbett, A.T., Perfetti, C.: The knowledge-learning-instruction framework: bridging the science-practice chasm to enhance robust student learning. Cogn. Sci. 36(5), 757\u2013798 (2012)","journal-title":"Cogn. Sci."},{"key":"36_CR8","unstructured":"Lamb, A.M., ALIAS PARTH GOYAL, A.G., Zhang, Y., Zhang, S., Courville, A.C., Bengio, Y.: Professor forcing: a new algorithm for training recurrent networks. Adv. Neural Inf. Proc. Syst. 29 (2016)"},{"key":"36_CR9","unstructured":"Moore, R., Caines, A., Elliott, M., Zaidi, A., Rice, A., Buttery, P.: Skills embeddings: a neural approach to multicomponent representations of students and tasks. Int. Edu. Data Min. Soc. (2019)"},{"key":"36_CR10","unstructured":"Murray, T.: Authoring intelligent tutoring systems: an analysis of the state of the art. In: International Journal of Artificial Intelligence in Education (IJAIED), pp. 98\u2013129 (1999)"},{"key":"36_CR11","doi-asserted-by":"publisher","unstructured":"Murray, T.: An overview of intelligent tutoring system authoring tools: updated analysis of the state of the art. In: Authoring Tools for Advanced Technology Learning Environments, pp. 491\u2013544. Springer (2003). https:\/\/doi.org\/10.1007\/978-94-017-0819-7_17","DOI":"10.1007\/978-94-017-0819-7_17"},{"key":"36_CR12","unstructured":"O\u2019Malley, T., et al.: Kerastuner. https:\/\/github.com\/keras-team\/keras-tuner (2019)"},{"key":"36_CR13","unstructured":"Piech, c., et al.: Deep knowledge tracing. Adv. Neural Inf. Proc. Syst. 28 (2015)"},{"key":"36_CR14","doi-asserted-by":"crossref","unstructured":"Pil\u00e1szy, I., Tikk, D.: Recommending new movies: even a few ratings are more valuable than metadata. In: Proceedings of the Third ACM Conference On Recommender Systems, pp. 93\u2013100 (2009)","DOI":"10.1145\/1639714.1639731"},{"key":"36_CR15","unstructured":"Thai-Nghe, N., Horvath, T., Schmidt-Thieme, L.: Context-aware factorization for personalized student\u2019s task recommendation. In: Proceedings of the International Workshop on Personalization Approaches in Learning Environments vol. 732, pp. 13\u201318 (2011)"},{"key":"36_CR16","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"358","DOI":"10.1007\/978-3-030-52240-7_65","volume-title":"Artificial Intelligence in Education","author":"A Zaidi","year":"2020","unstructured":"Zaidi, A., Caines, A., Moore, R., Buttery, P., Rice, A.: Adaptive forgetting curves for spaced repetition language learning. In: Bittencourt, I.I., Cukurova, M., Muldner, K., Luckin, R., Mill\u00e1n, E. (eds.) AIED 2020. LNCS (LNAI), vol. 12164, pp. 358\u2013363. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-52240-7_65"},{"key":"36_CR17","unstructured":"Zaidi, A.H., Caines, A., Davis, C., Moore, R., Buttery, P., Rice, A.: Accurate modelling of language learning tasks and students using representations of grammatical proficiency (2019)"}],"container-title":["Communications in Computer and Information Science","Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-64315-6_36","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T18:09:10Z","timestamp":1719857350000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-64315-6_36"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031643149","9783031643156"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-64315-6_36","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"2 July 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AIED","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Artificial Intelligence in Education","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Recife","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Brazil","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 July 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 July 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aied2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/aied2024.cesar.school\/home","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}