TY - GEN
T1 - Enhanced learner model for adaptive mobile learning
AU - Al-Hmouz, Ahmed
AU - Shen, Jun
AU - Yan, Jun
AU - Al-Hmouz, Rami
PY - 2010
Y1 - 2010
N2 - Personalisation and learner modelling are becoming more important in the area of mobile learning applications, taking into consideration learners' interests, preferences and contextual information. Students nowadays are able to learn anywhere and at any time. Mobile learning application content is one of several factors within various contexts that play an important role in the success of the adaptation process. The vast amount of data involved in any successful adaptation process creates complexity and poses serious challenges. This paper focuses on how to model the learner and all possible contexts in an extensible way that can be used for personalisation in mobile learning. The enhanced learner modelling structure to be used in a mobile learning system is proposed. The proposed structure provides per-sonalisation by adopting a hybrid approach combining two machine learning techniques.
AB - Personalisation and learner modelling are becoming more important in the area of mobile learning applications, taking into consideration learners' interests, preferences and contextual information. Students nowadays are able to learn anywhere and at any time. Mobile learning application content is one of several factors within various contexts that play an important role in the success of the adaptation process. The vast amount of data involved in any successful adaptation process creates complexity and poses serious challenges. This paper focuses on how to model the learner and all possible contexts in an extensible way that can be used for personalisation in mobile learning. The enhanced learner modelling structure to be used in a mobile learning system is proposed. The proposed structure provides per-sonalisation by adopting a hybrid approach combining two machine learning techniques.
UR - http://www.scopus.com/inward/record.url?scp=79956000147&partnerID=8YFLogxK
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U2 - 10.1145/1967486.1967614
DO - 10.1145/1967486.1967614
M3 - Conference contribution
AN - SCOPUS:79956000147
SN - 9781450304214
T3 - iiWAS2010 - 12th International Conference on Information Integration and Web-Based Applications and Services
SP - 783
EP - 786
BT - iiWAS2010 - 12th International Conference on Information Integration and Web-Based Applications and Services
T2 - 12th International Conference on Information Integration and Web-Based Applications and Services, iiWAS2010
Y2 - 8 November 2010 through 10 November 2010
ER -