{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T11:53:01Z","timestamp":1725537181150},"publisher-location":"Berlin, Heidelberg","reference-count":11,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642314537"},{"type":"electronic","value":"9783642314544"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-31454-4_33","type":"book-chapter","created":{"date-parts":[[2012,6,18]],"date-time":"2012-06-18T16:53:53Z","timestamp":1340038433000},"page":"346-350","source":"Crossref","is-referenced-by-count":2,"title":["Improving Matrix Factorization Techniques of Student Test Data with Partial Order Constraints"],"prefix":"10.1007","author":[{"given":"Behzad","family":"Beheshti","sequence":"first","affiliation":[]},{"given":"Michel","family":"Desmarais","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"33_CR1","unstructured":"Behesti, B., Desmarais, M.C., Naceur, R.: Methods to find the number of latent skills. In: 5th International conference on Educational Data Mining, EDM 2012, Chania, Greece, June 19-21 (2012) (submitted)"},{"issue":"4","key":"33_CR2","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1007\/BF01099821","volume":"4","author":"A.T. Corbett","year":"1995","unstructured":"Corbett, A.T., Anderson, J.R.: Knowledge tracing: Modeling the acquisition of procedural knowledge. User Modeling and User-Adapted Interaction\u00a04(4), 253\u2013278 (1995)","journal-title":"User Modeling and User-Adapted Interaction"},{"key":"33_CR3","doi-asserted-by":"crossref","unstructured":"Desmarais, M.C., Behesti, B., Naceur, R.: Item to skills mapping: deriving a conjunctive q-matrix from data. In: 11th Conference on Intelligent Tutoring Systems, ITS 2012, Chania, Greece, June 14\u201318 (accepted 2012)","DOI":"10.1007\/978-3-642-30950-2_58"},{"issue":"3-4","key":"33_CR4","doi-asserted-by":"publisher","first-page":"283","DOI":"10.1007\/BF01126113","volume":"5","author":"M.C. Desmarais","year":"1996","unstructured":"Desmarais, M.C., Maluf, A., Liu, J.: User-expertise modeling with empirically derived probabilistic implication networks. User Modeling and User-Adapted Interaction\u00a05(3-4), 283\u2013315 (1996)","journal-title":"User Modeling and User-Adapted Interaction"},{"key":"33_CR5","first-page":"291","volume":"15","author":"M.C. Desmarais","year":"2005","unstructured":"Desmarais, M.C., Pu, X.: A bayesian inference adaptive testing framework and its comparison with Item Response Theory. International Journal of Artificial Intelligence in Education\u00a015, 291\u2013323 (2005)","journal-title":"International Journal of Artificial Intelligence in Education"},{"key":"33_CR6","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1016\/S0020-7373(85)80031-6","volume":"23","author":"J.-P. Doignon","year":"1985","unstructured":"Doignon, J.-P., Falmagne, J.-C.: Spaces for the assessment of knowledge. International Journal of Man-Machine Studies\u00a023, 175\u2013196 (1985)","journal-title":"International Journal of Man-Machine Studies"},{"key":"33_CR7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-58625-5","volume-title":"Knowledge Spaces","author":"J.-P. Doignon","year":"1999","unstructured":"Doignon, J.-P., Falmagne, J.-C.: Knowledge Spaces. Springer, Berlin (1999)"},{"key":"33_CR8","doi-asserted-by":"publisher","first-page":"201","DOI":"10.1037\/0033-295X.97.2.201","volume":"97","author":"J.-C. Falmagne","year":"1990","unstructured":"Falmagne, J.-C., Koppen, M., Villano, M., Doignon, J.-P., Johannesen, L.: Introduction to knowledge spaces: How to build test and search them. Psychological Review\u00a097, 201\u2013224 (1990)","journal-title":"Psychological Review"},{"key":"33_CR9","first-page":"556","volume":"13","author":"D. Seung","year":"2001","unstructured":"Seung, D., Lee, L.: Algorithms for non-negative matrix factorization. Advances in Neural Information Processing Systems\u00a013, 556\u2013562 (2001)","journal-title":"Advances in Neural Information Processing Systems"},{"key":"33_CR10","doi-asserted-by":"publisher","first-page":"345","DOI":"10.1111\/j.1745-3984.1983.tb00212.x","volume":"20","author":"K.K. Tatsuoka","year":"1983","unstructured":"Tatsuoka, K.K.: Rule space: An approach for dealing with misconceptions based on item response theory. Journal of Educational Measurement\u00a020, 345\u2013354 (1983)","journal-title":"Journal of Educational Measurement"},{"key":"33_CR11","doi-asserted-by":"crossref","unstructured":"Thai-Nghe, N., Horv\u00e1th, T., Schmidt-Thieme, L.: Factorization models for forecasting student performance. In: Conati, C., Ventura, S., Pechenizkiy, M., Calders, T. (eds.) Proceedings of EDM 2011, The 4th International Conference on Educational Data Mining, Eindhoven, Netherlands, July 6\u20138, pp. 11\u201320 (2011), www.educationaldatamining.org","DOI":"10.1109\/ICALT.2011.130"}],"container-title":["Lecture Notes in Computer Science","User Modeling, Adaptation, and Personalization"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-31454-4_33.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,24]],"date-time":"2020-11-24T03:08:07Z","timestamp":1606187287000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-31454-4_33"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642314537","9783642314544"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-31454-4_33","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}