{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,18]],"date-time":"2026-05-18T16:40:29Z","timestamp":1779122429025,"version":"3.51.4"},"publisher-location":"Berlin, Heidelberg","reference-count":19,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540676553","type":"print"},{"value":"9783540451082","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2000]]},"DOI":"10.1007\/3-540-45108-0_58","type":"book-chapter","created":{"date-parts":[[2007,8,12]],"date-time":"2007-08-12T02:34:48Z","timestamp":1186886088000},"page":"544-553","source":"Crossref","is-referenced-by-count":25,"title":["Inspecting and Visualizing Distributed Bayesian Student Models"],"prefix":"10.1007","author":[{"given":"Juan-Diego","family":"Zapata-Rivera","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jim E.","family":"Greer","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2002,4,12]]},"reference":[{"key":"58_CR1","unstructured":"Bishop A. A Case Study of System-Generated Help Responses for the Cooperative Peer Response System [M.Sc. thesis]. University of Saskatchewan, Department of Computer Science. (1998)."},{"key":"58_CR2","unstructured":"Bull, S. & Pain, H. \u2018Did I say what I think I said, and do you agree with me?\u2019: Inspecting and questioning the student model, Proceedings of World Conference on Artificial Intelligence in Education, Washington DC, (1995) 501\u2013508."},{"key":"58_CR3","unstructured":"Bull, S. & Shurville, S. Cooperative Writer Modelling: Facilitating Reader-Based Writing with Scrawl, in Proceedings of the workshop \u2018Open, Interactive, and other Overt Approaches to Learner Modelling\u2019 at AIED\u201999 Le Mans, France July, (1999)."},{"key":"58_CR4","doi-asserted-by":"crossref","first-page":"569","DOI":"10.1007\/3-540-61327-7_156","volume-title":"Proceedings of Intelligent Tutoring Systems ITS\u201996","author":"J. A. Collins","year":"1996","unstructured":"Collins, J. A., Greer, J. E., and Huang, S. X. Adaptive Assessment using Granularity Hierarchies and Bayesian Nets. In Frason, C., C., Gauthier, G. and Lesgold, A., (eds.), Proceedings of Intelligent Tutoring Systems ITS\u201996. Berlin: Springer. (1996) 569\u2013577."},{"key":"58_CR5","first-page":"231","volume-title":"Proceedings of the sixth International Conference on User Modeling","author":"C. Conati","year":"1997","unstructured":"Conati, C., Gertner, A.S., VanLehn, K., Druzdzel, M.J. Online student modeling for coached problem solving using Bayesian networks. In Jameson, A, Paris, C., and Tasso, C., (eds), Proceedings of the sixth International Conference on User Modeling. New York: Springer-Verlag. (1997) 231\u2013242."},{"key":"58_CR6","unstructured":"Dimitrova, V. et al. STyLE-OLM-an interactive diagnosis tool in a terminology learning environment, in Proceedings of the workshop \u2018Open, Interactive, and other Overt Approaches to Learner Modelling\u2019 at AIED\u201999. Le Mans, France July, (1999)."},{"key":"58_CR7","unstructured":"Greer, J., Zapata, J. D., Ong-Scutchings, C., Cooke, J. E. Visualization of Bayesian Learner Models, in Proceedings of the workshop \u2018Open, Interactive, and other Overt Approaches to Learner Modelling\u2019 at AIED\u201999. Le Mans, France July, (1999)."},{"key":"58_CR8","first-page":"256","volume-title":"Fourteenth Conference on Uncertainty in Artificial Intelligence","author":"E. Horvitz","year":"1998","unstructured":"Horvitz, E., Breese, J.S., Heckerman, D., Hovel, D., Rommelse, K. The Lumiere Project: Bayesian user modeling for inferring the goals and needs of software users. Fourteenth Conference on Uncertainty in Artificial Intelligence. San Francisco: Morgan Kaufmann. (1998) 256\u2013265"},{"key":"58_CR9","unstructured":"Kumar V.S., & Yellanki L. Dogmatix: A constraints-based online generative testing system on WWW. Version-1: \n                    http:\/\/www.cs.usask.ca\/grads\/vsk719\/dogmatix\/FinalReport\n                    \n                   (1997)."},{"key":"58_CR10","doi-asserted-by":"publisher","first-page":"575","DOI":"10.1006\/ijhc.1995.1025","volume":"42","author":"J. Martin","year":"1995","unstructured":"Martin, J. & VanLehn, K. (1995) Student assessment using Bayesian nets. Int. J. Human-Computer Studies 42, (1995) 575\u2013591. Also available on-line: \n                    http:\/\/www.pitt.edu\/~vanlehn\/distrib\/journal\/HCS95.pdf","journal-title":"Int. J. Human-Computer Studies"},{"key":"58_CR11","unstructured":"Morales, R. et al. From Behaviour to Understandable Presentation of Learner Models: A Case Study, in Proceedings of the workshop \u2018Open, Interactive, and other Overt Approaches to Learner Modelling\u2019 at AIED\u201999. Le Mans, France July, (1999)."},{"key":"58_CR12","first-page":"256","volume":"9","author":"M. M\u00fcehlenbrock","year":"1998","unstructured":"M\u00fcehlenbrock, M. et al. A framework system for intelligent support in open distributed learning environments. International Journal of Artificial Intelligence in Education. IJAIED\u201998. 9, (1998) 256\u2013274.","journal-title":"International Journal of Artificial Intelligence in Education. IJAIED\u201998"},{"key":"58_CR13","unstructured":"Paiva, A. et al. Externalising learner models. Proceedings of World Conference on Artificial Intelligence in Education, Washington DC, (1995) 509\u2013516."},{"key":"58_CR14","unstructured":"Reye, J. Student Modelling based on Belief Networks. International Journal of Artificial Intelligence in Education. Volume 11 (1999)."},{"key":"58_CR15","doi-asserted-by":"crossref","first-page":"596","DOI":"10.1007\/3-540-61327-7_159","volume-title":"Intelligent Tutoring Systems. ITS\u201996","author":"J. Reye","year":"1996","unstructured":"Reye, J. A Belief Net Backbone for student modelling. In frasson, C., Gauthier, C. and Lesgold, A. (eds.) Intelligent Tutoring Systems. ITS\u201996, Montreal, Canada. Berlin: Sringer-Verlag (1996) 596\u2013604."},{"key":"58_CR16","unstructured":"Vassileva, J., Greer J., McCalla, G., Deters, R., Zapata, D., Mudgal, C., Grant, S. A Multi-Agent Approach to the Design of Peer-Help Environments, in Proceedings of Artificial Intelligence in Education AIED\u201999, Le Mans, France, July, (1999) 38\u201345."},{"key":"58_CR17","doi-asserted-by":"crossref","first-page":"491","DOI":"10.1007\/3-540-55606-0_58","volume-title":"Intelligent Tutoring systems Proceedings of the Second International Conference, ITS\u201992","author":"M. Villano","year":"1992","unstructured":"Villano, M. Probabilistic Student Models: Bayesian Belief Networks and Knowledge Space Theory. In Frasson, C., Gauthier, C. and McCalla, G. (eds.) Intelligent Tutoring systems Proceedings of the Second International Conference, ITS\u201992, Montreal, Canada. Berlin: Springer-Verlag. (1992) 491\u2013498."},{"key":"58_CR18","unstructured":"Workshop on Open, Interactive, and other Overt Approaches to Learner Modelling. AIED\u201999. Le Mans, France July, 1999. Also available on-line: \n                    http:\/\/cbl.leeds.ac.uk\/ijaied\/"},{"key":"58_CR19","unstructured":"Zapata-Rivera, J.D., Neufeld, E., Greer, J. Visualization of Bayesian Belief Networks. IEEE Visualization 1999 Late Breaking Hot Topics Proceedings. San Francisco, CA. October, (1999) 85\u201388."}],"container-title":["Lecture Notes in Computer Science","Intelligent Tutoring Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-45108-0_58","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,2,21]],"date-time":"2019-02-21T09:15:47Z","timestamp":1550740547000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-45108-0_58"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2000]]},"ISBN":["9783540676553","9783540451082"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/3-540-45108-0_58","relation":{},"ISSN":["0302-9743"],"issn-type":[{"value":"0302-9743","type":"print"}],"subject":[],"published":{"date-parts":[[2000]]}}}