TY - GEN
T1 - Automating the E-learning personalization
AU - Essalmi, Fathi
AU - Ben Ayed, Leila Jemni
AU - Jemni, Mohamed
AU - Kinshuk,
AU - Graf, Sabine
PY - 2013
Y1 - 2013
N2 - Personalization of E-learning is considered as a solution for exploiting the richness of individual differences and the different capabilities for knowledge communication. In particular, to apply a predefined personalization strategy for personalizing a course, some learners' characteristics have to be considered. Furthermore, different ways for the course representation have to be considered too. This paper studies solutions to the question: How to automate the E-learning personalization according to an appropriate strategy? This study finds an answer to this original question by integrating the automatic evaluation, selection and application of personalization strategy. In addition, this automation is supported by learning object metadata and an ontology which links these metadata with possible learners characteristics.
AB - Personalization of E-learning is considered as a solution for exploiting the richness of individual differences and the different capabilities for knowledge communication. In particular, to apply a predefined personalization strategy for personalizing a course, some learners' characteristics have to be considered. Furthermore, different ways for the course representation have to be considered too. This paper studies solutions to the question: How to automate the E-learning personalization according to an appropriate strategy? This study finds an answer to this original question by integrating the automatic evaluation, selection and application of personalization strategy. In addition, this automation is supported by learning object metadata and an ontology which links these metadata with possible learners characteristics.
KW - E-learning
KW - Evaluation of personalization parameters
KW - Personalization strategy
UR - http://www.scopus.com/inward/record.url?scp=84879849484&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-39146-0_32
DO - 10.1007/978-3-642-39146-0_32
M3 - Published Conference contribution
AN - SCOPUS:84879849484
SN - 9783642391453
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 342
EP - 349
BT - Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data - Third International Workshop, HCI-KDD 2013, Held at SouthCHI 2013, Proceedings
T2 - 3rd International Workshop on Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data, HCI-KDD 2013, Held at SouthCHI 2013
Y2 - 1 July 2013 through 3 July 2013
ER -