DocumentCode :
3114965
Title :
A Network Analysis Method for Selecting Personalized Content in e-Learning Programs
Author :
Casillas, Luis ; Daradoumis, Thanasis ; Caballe, Santi
Author_Institution :
Comput. Sci. Dept., Univ. of Guadalajara, Guadalajara, Mexico
fYear :
2013
fDate :
3-5 July 2013
Firstpage :
407
Lastpage :
411
Abstract :
Academic programs demand a constant updating. As the reader might agree, today´s societies demand a new merge of knowledge elements. Current web-infrastructure is able to support new approaches in science development. On the one hand, due to current social, scientific and technological advances, academic programs in universities are clearly under pressure to be constantly restructured and renewed in order to provide valid and up-to-date knowledge to students. On the other hand, students obviously have different academic needs and backgrounds. So every person needs to follow a specific path in its training process. Our approach aims at proposing a well-ordered method for selecting personalized contents in e-Learning environments through the use of complex network analysis. Due to the similar nature and structure of knowledge and despite the diversity of knowledge types, the proposed method could be easily extrapolated to different academic programs and even account for some diversity in human profiles.
Keywords :
complex networks; computer aided instruction; network theory (graphs); Web infrastructure; academic program; complex network analysis; e-learning program; electronic learning; knowledge diversity; knowledge structure; network analysis method; personalized content selection; science development; Complex networks; Computer science; Educational institutions; Electronic learning; Ontologies; Proposals; academic knowledge; complex network analysis; knowledge discovery and management; personal learning environment; scale-free networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Complex, Intelligent, and Software Intensive Systems (CISIS), 2013 Seventh International Conference on
Conference_Location :
Taichung
Print_ISBN :
978-0-7695-4992-7
Type :
conf
DOI :
10.1109/CISIS.2013.74
Filename :
6603923
Link To Document :
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