DocumentCode :
2925423
Title :
Automatic learning sequence template generation for educational reuse
Author :
Yen, Neil Y. ; Jin, Qun ; Shih, Timothy K. ; Lin, Li-Chieh
Author_Institution :
Dept. of Human Inf. & Cognitive Sci., Waseda Univ., Saitama, Japan
fYear :
2011
fDate :
8-10 Nov. 2011
Firstpage :
773
Lastpage :
778
Abstract :
Sharing resources and information on Internet has become an important activity for education. The learning object repository has been developed to achieve efficient management of learning objects. Following usage experiences of learning objects collected in the past, this study concentrates on investigating implicit information between learning objects. We define a social structure for identifying relationship between learning objects and define a set of metrics to evaluate the interdependency. The structure identifies usage experiences and can be graphed in terms of implicit and explicit relations among learning objects. As a practical contribution, an adaptive algorithm is proposed to mine the social structure. The algorithm generates adaptive learning sequence by identifying possible interactive search input and assists them in completing self-paced learning situation.
Keywords :
Internet; educational computing; social networking (online); Internet; adaptive algorithm; adaptive learning sequence; automatic learning sequence template generation; education activity; educational reuse; information sharing; learning object management; learning object repository; resource sharing; self-paced learning situation; social structure mining; Arrays; Correlation; Measurement; Object recognition; Organizations; Peer to peer computing; Social network services; automatic mechanism; learning object; learning sequence; reusability; social network;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Granular Computing (GrC), 2011 IEEE International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-1-4577-0372-0
Type :
conf
DOI :
10.1109/GRC.2011.6122696
Filename :
6122696
Link To Document :
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