{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T08:40:31Z","timestamp":1743064831854,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":25,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789819772438"},{"type":"electronic","value":"9789819772445"}],"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\/978-981-97-7244-5_17","type":"book-chapter","created":{"date-parts":[[2024,8,27]],"date-time":"2024-08-27T17:02:38Z","timestamp":1724778158000},"page":"255-270","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["ACD: Attention Driven Cognitive Diagnosis for\u00a0New Learners Joining ITS"],"prefix":"10.1007","author":[{"given":"Bingdi","family":"Shao","sequence":"first","affiliation":[]},{"given":"Keai","family":"Wei","sequence":"additional","affiliation":[]},{"given":"Longjiang","family":"Guo","sequence":"additional","affiliation":[]},{"given":"Meirui","family":"Ren","sequence":"additional","affiliation":[]},{"given":"Lichen","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Peng","family":"Li","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,8,28]]},"reference":[{"key":"17_CR1","doi-asserted-by":"publisher","first-page":"446","DOI":"10.1016\/j.ins.2020.08.079","volume":"544","author":"JJ Castro-Schez","year":"2021","unstructured":"Castro-Schez, J.J., Glez-Morcillo, C., Albusac, J., Vallejo, D.: An intelligent tutoring system for supporting active learning: a case study on predictive parsing learning. Inf. Sci. 544, 446\u2013468 (2021). https:\/\/doi.org\/10.1016\/j.ins.2020.08.079","journal-title":"Inf. Sci."},{"issue":"5","key":"17_CR2","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1145\/3465055","volume":"12","author":"S Chaudhari","year":"2021","unstructured":"Chaudhari, S., Mithal, V., Polatkan, G., Ramanath, R.: An attentive survey of attention models. ACM Trans. Intell. Syst. Technol. 12(5), 32 (2021). https:\/\/doi.org\/10.1145\/3465055","journal-title":"ACM Trans. Intell. Syst. Technol."},{"key":"17_CR3","doi-asserted-by":"publisher","unstructured":"Cheng, S., et al.: DIRT: deep learning enhanced item response theory for cognitive diagnosis. In: Proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM), pp. 2397\u20132400. ACM (2019). https:\/\/doi.org\/10.1145\/3357384.3358070","DOI":"10.1145\/3357384.3358070"},{"key":"17_CR4","doi-asserted-by":"publisher","unstructured":"Chung, J.Y., Lee, S.: Dropout early warning systems for high school students using machine learning. Child. Youth Serv. Rev. 96, 346\u2013353 (2019). https:\/\/doi.org\/10.1016\/j.childyouth.2018.11.030","DOI":"10.1016\/j.childyouth.2018.11.030"},{"key":"17_CR5","unstructured":"Ellis, H.C.: The Transfer of Learning. Macmillan, New York (1965)"},{"key":"17_CR6","doi-asserted-by":"crossref","unstructured":"Embretson, S.E., Reise, S.P.: Item Response Theory. Psychology Press, New York (2013)","DOI":"10.4324\/9781410605269"},{"key":"17_CR7","doi-asserted-by":"publisher","first-page":"252","DOI":"10.1016\/j.future.2021.08.019","volume":"126","author":"L Gao","year":"2022","unstructured":"Gao, L., Zhao, Z., Li, C., Zhao, J., Zeng, Q.: Deep cognitive diagnosis model for predicting students\u2019 performance. Future Gener. Comput. Syst. 126, 252\u2013262 (2022). https:\/\/doi.org\/10.1016\/j.future.2021.08.019","journal-title":"Future Gener. Comput. Syst."},{"key":"17_CR8","doi-asserted-by":"publisher","unstructured":"Gao, W., et al.: RCD: relation map driven cognitive diagnosis for intelligent education systems. In: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), pp. 501\u2013510. ACM (2021). https:\/\/doi.org\/10.1145\/3404835.3462932","DOI":"10.1145\/3404835.3462932"},{"issue":"1","key":"17_CR9","doi-asserted-by":"publisher","first-page":"115","DOI":"10.3102\/1076998607309474","volume":"34","author":"T de La Jimmy","year":"2009","unstructured":"de La Jimmy, T.: Dina model and parameter estimation: a didactic. J. Educ. Behav. Stat. 34(1), 115\u2013130 (2009). https:\/\/doi.org\/10.3102\/1076998607309474","journal-title":"J. Educ. Behav. Stat."},{"issue":"2","key":"17_CR10","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1007\/s11336-011-9207-7","volume":"76","author":"T de La Jimmy","year":"2011","unstructured":"de La Jimmy, T.: The generalized DINA model framework. Psychometrika 76(2), 179\u2013199 (2011). https:\/\/doi.org\/10.1007\/s11336-011-9207-7","journal-title":"Psychometrika"},{"issue":"4","key":"17_CR11","doi-asserted-by":"publisher","first-page":"574","DOI":"10.1086\/443876","volume":"94","author":"C Kamii","year":"1986","unstructured":"Kamii, C.: The equilibration of cognitive structures: the central problem of intellectual development. Am. J. Educ. 94(4), 574\u2013577 (1986)","journal-title":"Am. J. Educ."},{"key":"17_CR12","unstructured":"Kingma, D.P., Ba, J.: Adam: a method for stochastic optimization. arXiv preprint arXiv:1412.6980 (2014)"},{"key":"17_CR13","doi-asserted-by":"publisher","unstructured":"Liu, Q., et al.: Fuzzy cognitive diagnosis for modelling examinee performance. ACM Trans. Intell. Syst. Technol. 9(4), 48:1\u201348:26 (2018). https:\/\/doi.org\/10.1145\/3168361","DOI":"10.1145\/3168361"},{"key":"17_CR14","doi-asserted-by":"crossref","unstructured":"Lord, F.M.: Applications of Item Response Theory to Practical Testing Problems. Routledge, London (2012)","DOI":"10.4324\/9780203056615"},{"key":"17_CR15","unstructured":"Pinar, W.F., Reynolds, W.M., Taubman, P.M., Slattery, P.: Understanding Curriculum: An Introduction to the Study of Historical and Contemporary Curriculum Discourses. Peter Lang, New York (1995)"},{"key":"17_CR16","doi-asserted-by":"publisher","unstructured":"Reckase, M.D.: Multidimensional Item Response Theory Models. Springer, New York (2009). https:\/\/doi.org\/10.1007\/978-0-387-89976-3","DOI":"10.1007\/978-0-387-89976-3"},{"issue":"3","key":"17_CR17","doi-asserted-by":"publisher","first-page":"425","DOI":"10.1007\/BF02306030","volume":"49","author":"PR Rosenbaum","year":"1984","unstructured":"Rosenbaum, P.R.: Testing the conditional independence and monotonicity assumptions of item response theory. Psychometrika 49(3), 425\u2013435 (1984). https:\/\/doi.org\/10.1007\/BF02306030","journal-title":"Psychometrika"},{"issue":"3","key":"17_CR18","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1037\/1082-989X.11.3.287","volume":"11","author":"JL Templin","year":"2006","unstructured":"Templin, J.L., Henson, R.A.: Measurement of psychological disorders using cognitive diagnosis models. Psychol. Methods 11(3), 287 (2006). https:\/\/doi.org\/10.1037\/1082-989X.11.3.287","journal-title":"Psychol. Methods"},{"key":"17_CR19","doi-asserted-by":"publisher","unstructured":"Tong, S., et al.: Item response ranking for cognitive diagnosis. In: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI), pp. 1750\u20131756. ijcai.org (2021). https:\/\/doi.org\/10.24963\/ijcai.2021\/241","DOI":"10.24963\/ijcai.2021\/241"},{"key":"17_CR20","doi-asserted-by":"publisher","unstructured":"Treagust, D.F., Chandrasegaran, A.L.: Assessment of students\u2019 conceptual understandings in science: the Taiwan national science concept learning study in an international perspective. Int. J. Sci. Educ. 29(4), 391\u2013403 (2007). https:\/\/doi.org\/10.1080\/09500690601072774","DOI":"10.1080\/09500690601072774"},{"key":"17_CR21","unstructured":"Vaswani, A., et al.: Attention is all you need. In: Advances in Neural Information Processing Systems, vol. 30 (2017)"},{"key":"17_CR22","doi-asserted-by":"publisher","unstructured":"Wang, F., et al.: Neural cognitive diagnosis for intelligent education systems. In: Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), pp. 6153\u20136161. AAAI Press (2020). https:\/\/doi.org\/10.1609\/aaai.v34i04.6080","DOI":"10.1609\/aaai.v34i04.6080"},{"key":"17_CR23","doi-asserted-by":"publisher","unstructured":"Wang, X., Huang, C., Cai, J., Chen, L.: Using knowledge concept aggregation towards accurate cognitive diagnosis. In: Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM), pp. 2010\u20132019. ACM (2021). https:\/\/doi.org\/10.1145\/3459637.3482311","DOI":"10.1145\/3459637.3482311"},{"key":"17_CR24","doi-asserted-by":"publisher","first-page":"109156","DOI":"10.1016\/j.knosys.2022.109156","volume":"250","author":"H Yang","year":"2022","unstructured":"Yang, H., et al.: A novel quantitative relationship neural network for explainable cognitive diagnosis model. Knowl.-Based Syst. 250, 109156 (2022). https:\/\/doi.org\/10.1016\/j.knosys.2022.109156","journal-title":"Knowl.-Based Syst."},{"key":"17_CR25","doi-asserted-by":"publisher","first-page":"7051","DOI":"10.1007\/s11042-017-4620-2","volume":"77","author":"H Zhang","year":"2018","unstructured":"Zhang, H., Huang, T., Lv, Z., Liu, S., Zhou, Z.: MCRS: a course recommendation system for MOOCs. Multimed. Tools Appl. 77, 7051\u20137069 (2018). https:\/\/doi.org\/10.1007\/s11042-017-4620-2","journal-title":"Multimed. Tools Appl."}],"container-title":["Lecture Notes in Computer Science","Web and Big Data"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-97-7244-5_17","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,27]],"date-time":"2024-08-27T17:08:01Z","timestamp":1724778481000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-97-7244-5_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9789819772438","9789819772445"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-981-97-7244-5_17","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"28 August 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"APWeb-WAIM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Jinhua","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","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":"31 August 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 September 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"apwebwaim2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/apweb2024.zjnu.edu.cn\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}