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政大機構典藏 > 資訊學院 > 資訊科學系 > 會議論文 > Item 140.119/39672

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/39672

Title:	A Bayesian network-based simulation environment for investigating assessment issues in intelligent tutoring system
Authors:	劉昭麟
Contributors:	National Science Council, Taiwan 國立政治大學資訊科學系
Keywords:	intelligent tutoring system
Date:	2004-12
Issue Date:	2010-05-27 16:48:17 (UTC+8)
Abstract:	Assessment is a crucial task in develop- ing a high quality intelligent tutoring system that can provide appropriate material to learners at the right timing. In order to explore some theoretical aspects of the assessment task, we construct a simulator that creates simulated test results of students. The simu- lated students may make lucky guesses in responding to questions that they are not competent enough to return correct responses, but they may also make unintentional errors on questions that they should be able to handle correctly. We cope with this uncer- tainty problem by incorporating Bayesian networks in the simulator. This paper elaborates on details of the simulator, and overviews experimental results of some studies that we have explored with the simula- tor. Experience not only indicates that this simulator is instrumental for us to explore the nature of the assessment task, but also shed light on how the simulator may be improved.
Relation:	Proceedings of the International Computer Symposium 2004,
Data Type:	conference
Appears in Collections:	[資訊科學系] 會議論文

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