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
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;
Conference_Titel :
Technology Enhanced Education (ICTEE), 2012 IEEE International Conference on
Conference_Location :
Kerala
Print_ISBN :
978-1-4577-0725-4
DOI :
10.1109/ICTEE.2012.6208601