Please use this identifier to cite or link to this item: https://doi.org/10.1109/ISCAS.2011.5937782
Title: An online adaptive tutoring system for design-centric courses
Authors: Lian, Y. 
Issue Date: 2011
Source: Lian, Y. (2011). An online adaptive tutoring system for design-centric courses. Proceedings - IEEE International Symposium on Circuits and Systems : 1191-1194. ScholarBank@NUS Repository. https://doi.org/10.1109/ISCAS.2011.5937782
Abstract: An 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.
Source Title: Proceedings - IEEE International Symposium on Circuits and Systems
URI: http://scholarbank.nus.edu.sg/handle/10635/69353
ISBN: 9781424494736
ISSN: 02714310
DOI: 10.1109/ISCAS.2011.5937782
Appears in Collections:Staff Publications

Show full item record
Files in This Item:
There are no files associated with this item.

Page view(s)

9
checked on Dec 16, 2017

Google ScholarTM

Check

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.