DocumentCode
2220624
Title
A framework for interactive pattern based adaptive recommender agent using concept map for personalized e-learning: IPBARA
Author
Bhattacharya, S. ; Chakraborty, A. ; Basu, P. ; Roy, S.
Author_Institution
Comput. Sci. & Eng. Dept, Techno Coll. of Technol., Kolkata, India
fYear
2012
fDate
3-5 Jan. 2012
Firstpage
1
Lastpage
5
Abstract
This paper addresses the issue of providing personalized user interface to e-learner under web based e-learning environment. A frame work, based on concept map trees, is proposed that intelligently tracks the learning pattern of an e-learner and helps the learner to attain his learning objective through the recommender agent. The system is expected to take certain period of adaptive training session to identify the various learning patterns prevailing in a web-based e-Learning environment.
Keywords
Internet; computer aided instruction; multi-agent systems; recommender systems; user interfaces; IPBARA; Web based e-learning environment; adaptive training session; concept map; concept map trees; e-learner; interactive pattern based adaptive recommender agent; personalized e-learning; personalized user interface; Electronic learning; Least squares approximation; Materials; Navigation; Pattern recognition; Servers; Adaptive; Interactive Pattern; Personalized e-learning; Recommender Agent; concept map;
fLanguage
English
Publisher
ieee
Conference_Titel
Technology Enhanced Education (ICTEE), 2012 IEEE International Conference on
Conference_Location
Kerala
Print_ISBN
978-1-4577-0725-4
Type
conf
DOI
10.1109/ICTEE.2012.6208601
Filename
6208601
Link To Document