DocumentCode :
2060315
Title :
Omega Network: An adaptive approach to social learning
Author :
Dominoni, Matteo ; Pinardi, Stefano ; Riva, Giorgio
Author_Institution :
Dipt. di Inf., Univ. degli Studi di Milano-Bicocca, Milan, Italy
fYear :
2010
fDate :
Nov. 29 2010-Dec. 1 2010
Firstpage :
953
Lastpage :
958
Abstract :
We present a solution for social adaptive e-learning. In particular we want to individuate candidates acting as peer help in an e-learning academic course. Starting from a previous work in which adaptive learning functionalities were added to a traditional Learning Management System (LMS), we found an interesting application of filtering techniques working together with fuzzy ontologies to individuate peer help, a fundamental step in constructing a true social environment in e-learning communities. This way it is possible to use all the activities and functionalities offered by LMS improving their effectiveness with technologies based on socio-constructivism learning theory, such as: adaptive presentation, collaborative filtering, supporting peer help and peer tutoring.
Keywords :
computer aided instruction; ontologies (artificial intelligence); social networking (online); LMS; Omega network; adaptive presentation; collaborative filtering; e-learning academic course; filtering techniques; fuzzy ontologies; learning management system; peer tutoring; social adaptive e-learning; social environment; socio-constructivism learning theory; Adaptive user interfaces and personalization techniques; Automated techniques for user profiling style; Collaborative and content based filtering;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2010 10th International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-8134-7
Type :
conf
DOI :
10.1109/ISDA.2010.5687066
Filename :
5687066
Link To Document :
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