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

Dominoni, M., Pinardi, S., Riva, G. (2011). Omega Network: An adaptive approach to social learning. In Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications, ISDA'10 (pp.953-958). IEEE [10.1109/ISDA.2010.5687066].

Omega Network: An adaptive approach to social learning

DOMINONI, MATTEO ALESSANDRO;PINARDI, STEFANO;RIVA, GIORGIO
2011

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
paper
Adaptive user interfaces and personalization techniques , Automated techniques for user profiling style , Collaborative and content based filtering
English
Intelligent Systems Design and Applications (ISDA), 2010 10th International Conference on
2010
Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications, ISDA'10
978-142448135-4
2011
953
958
5687066
none
Dominoni, M., Pinardi, S., Riva, G. (2011). Omega Network: An adaptive approach to social learning. In Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications, ISDA'10 (pp.953-958). IEEE [10.1109/ISDA.2010.5687066].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/21756
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