{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,6]],"date-time":"2026-02-06T20:07:35Z","timestamp":1770408455056,"version":"3.49.0"},"publisher-location":"Cham","reference-count":11,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319938455","type":"print"},{"value":"9783319938462","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-93846-2_21","type":"book-chapter","created":{"date-parts":[[2018,6,19]],"date-time":"2018-06-19T10:59:47Z","timestamp":1529405987000},"page":"109-113","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["On the Learning Curve Attrition Bias in Additive Factor Modeling"],"prefix":"10.1007","author":[{"given":"Cyril","family":"Goutte","sequence":"first","affiliation":[]},{"given":"Guillaume","family":"Durand","sequence":"additional","affiliation":[]},{"given":"Serge","family":"L\u00e9ger","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,6,20]]},"reference":[{"key":"21_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"164","DOI":"10.1007\/11774303_17","volume-title":"Intelligent Tutoring Systems","author":"H Cen","year":"2006","unstructured":"Cen, H., Koedinger, K., Junker, B.: Learning factors analysis \u2013 a general method for cognitive model evaluation and improvement. In: Ikeda, M., Ashley, K.D., Chan, T.-W. (eds.) ITS 2006. LNCS, vol. 4053, pp. 164\u2013175. Springer, Heidelberg (2006). \nhttps:\/\/doi.org\/10.1007\/11774303_17"},{"key":"21_CR2","unstructured":"Cen, H., Koedinger, K., Junker, B.: Is overpractice necessary? \u2013 improving learning efficiency with the cognitive tutor through educational data mining. In: Luckin, R., Koedinger, K.R., Greer, J. (eds.) Proceeding of the 2007 Conference on Artificial intelligence in Education: Building Technology Rich Learning Contexts that Work. Frontiers in Artificial Intelligence and Applications, vol. 158, pp. 511\u2013518. IOS Press, Amsterdam (2007)"},{"key":"21_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"796","DOI":"10.1007\/978-3-540-69132-7_111","volume-title":"Intelligent Tutoring Systems","author":"H Cen","year":"2008","unstructured":"Cen, H., Koedinger, K., Junker, B.: Comparing two IRT models for conjunctive skills. In: Woolf, B.P., A\u00efmeur, E., Nkambou, R., Lajoie, S. (eds.) ITS 2008. LNCS, vol. 5091, pp. 796\u2013798. Springer, Heidelberg (2008). \nhttps:\/\/doi.org\/10.1007\/978-3-540-69132-7_111"},{"key":"21_CR4","doi-asserted-by":"crossref","unstructured":"Chen, L., Dubrawski, A.: Learning from learning curves: discovering interpretable learning trajectories. In: Proceedings of the Seventh International Learning Analytics & Knowledge Conference, LAK 2017, pp. 544\u2013545, New York, NY, USA. ACM (2017)","DOI":"10.1145\/3027385.3029449"},{"key":"21_CR5","doi-asserted-by":"crossref","unstructured":"Koedinger, K., Baker, R., Cunningham, K., Skogsholm, A., Leber, B., Stamper, J.: A data repository for the EDM community: the PSLC Datashop. In: Romero, C., Ventura, S., Pechenizkiy, M., Baker, R. (eds.) Handbook of Educational Data Mining. CRC Press (2010)","DOI":"10.1201\/b10274-6"},{"key":"21_CR6","unstructured":"Koedinger, K.R., Cunningham, K., Skogsholm, A., Leber, B.: An open repository and analysis tools for fine-grained, longitudinal learner data. In: EDM, pp. 157\u2013166 (2008). \nwww.educationaldatamining.org"},{"key":"21_CR7","unstructured":"Koedinger, K.R., McLaughlin, E.A., Stamper, J.C.: Automated student model improvement. In: EDM, pp. 17\u201324 (2012). \nwww.educationaldatamining.org"},{"key":"21_CR8","doi-asserted-by":"crossref","unstructured":"Linehan, C., Bellord, G., Kirman, B., Morford, Z.H., Roche, B.: Learning curves: analysing pace and challenge in four successful puzzle games. In: Proceedings of the First ACM SIGCHI Annual Symposium on Computer-Human Interaction in Play, CHI PLAY 2014, pp. 181\u2013190, New York, NY, USA. ACM (2014)","DOI":"10.1145\/2658537.2658695"},{"issue":"3","key":"21_CR9","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1007\/s11257-010-9084-2","volume":"21","author":"B Martin","year":"2011","unstructured":"Martin, B., Mitrovic, A., Koedinger, K.R., Mathan, S.: Evaluating and improving adaptive educational systems with learning curves. User Model. User-Adap. Inter. 21(3), 249\u2013283 (2011)","journal-title":"User Model. User-Adap. Inter."},{"key":"21_CR10","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"473","DOI":"10.1007\/978-3-642-39112-5_48","volume-title":"Artificial Intelligence in Education","author":"RC Murray","year":"2013","unstructured":"Murray, R.C., Ritter, S., Nixon, T., Schwiebert, R., Hausmann, R.G.M., Towle, B., Fancsali, S.E., Vuong, A.: Revealing the learning in learning curves. In: Lane, H.C., Yacef, K., Mostow, J., Pavlik, P. (eds.) AIED 2013. LNCS (LNAI), vol. 7926, pp. 473\u2013482. Springer, Heidelberg (2013). \nhttps:\/\/doi.org\/10.1007\/978-3-642-39112-5_48"},{"key":"21_CR11","unstructured":"Nixon, T., Fancsali, S., Ritter, S.: The complex dynamics of aggregate learning curves. In: Proceedings of the 6th International Conference on Educational Data Mining (2013)"}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence in Education"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-93846-2_21","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,8,29]],"date-time":"2018-08-29T20:37:14Z","timestamp":1535575034000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-93846-2_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319938455","9783319938462"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-93846-2_21","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]}}}