Please use this identifier to cite or link to this item: https://doi.org/10.1109/ISCAS.2011.5937782
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dc.titleAn online adaptive tutoring system for design-centric courses
dc.contributor.authorLian, Y.
dc.date.accessioned2014-06-19T02:59:42Z
dc.date.available2014-06-19T02:59:42Z
dc.date.issued2011
dc.identifier.citationLian, Y. (2011). An online adaptive tutoring system for design-centric courses. Proceedings - IEEE International Symposium on Circuits and Systems : 1191-1194. ScholarBank@NUS Repository. <a href="https://doi.org/10.1109/ISCAS.2011.5937782" target="_blank">https://doi.org/10.1109/ISCAS.2011.5937782</a>
dc.identifier.isbn9781424494736
dc.identifier.issn02714310
dc.identifier.urihttp://scholarbank.nus.edu.sg/handle/10635/69353
dc.description.abstractAn adaptive teaching strategy can be defined as an optimal instruction that effectively meets the individual needs and is conveyed toward a student's different aptitude i.e., intellectual abilities, personalities, and cognitive styles of learning. It is widely adopted in teaching students with disabilities. The adaptive teaching pedagogy exploits interactions between learners and educator and is one of the best strategies to meet the different learning styles of individual student. The adaptive teaching creates a teaching and learning environment that improves the learning efficiency. This paper presents an online adaptive tutoring system (ATS) that is aimed at alleviating some of the problems that are faced by large class teaching. The ATS represents a knowledge domain as a concept structure and models the student with Bayesian networks. Based on the Bayesian student model, the tutoring system provides individualized tutoring and instant feedback to each student. The system has been applied in teaching digital circuit design in the Department of Electrical and Computer Engineering of National University of Singapore. The survey conducted indicates the effectiveness of the proposed ATS-based teaching strategy. © 2011 IEEE.
dc.description.urihttp://libproxy1.nus.edu.sg/login?url=http://dx.doi.org/10.1109/ISCAS.2011.5937782
dc.sourceScopus
dc.typeConference Paper
dc.contributor.departmentELECTRICAL & COMPUTER ENGINEERING
dc.description.doi10.1109/ISCAS.2011.5937782
dc.description.sourcetitleProceedings - IEEE International Symposium on Circuits and Systems
dc.description.page1191-1194
dc.description.codenPICSD
dc.identifier.isiutNOT_IN_WOS
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