Title :
An integrated system to assist personalized learning based on gradual adaption recommendation model
Author :
Chen, Jian ; Jin, Qun ; Ma, Jianhua ; Huang, Runhe
Author_Institution :
Fac. of Human Sci., Waseda Univ., Saitama, Japan
fDate :
April 29 2010-May 1 2010
Abstract :
This study presents an integrated adaptive system to support and facilitate individual learning based on a recommendation model that gradually adapts to a learner´s needs and information access behaviors, including various learning related activities, over different time spans. In this paper, we focus on describing the integrated framework and discussing the design and implementation issues of the prototype system for personalized learning support.
Keywords :
computer aided instruction; information retrieval; recommender systems; gradual adaption recommendation model; information access behaviors; integrated adaptive system; personalized learning; Adaptive systems; Bayesian methods; Collaborative work; Education; Electronic learning; Humans; Internet; Keyboards; Prototypes; User interfaces; adative learning; collaboative learning; gradual adaption recommendation; learning object; personalized learning;
Conference_Titel :
Information Technology Based Higher Education and Training (ITHET), 2010 9th International Conference on
Conference_Location :
Cappadocia
Print_ISBN :
978-1-4244-4810-4
DOI :
10.1109/ITHET.2010.5480085