DocumentCode
2828829
Title
Toward Integrating the Pedagogical Dimension in Automatic Learner Modeling within E-learning Systems
Author
Khribi, Mohamed Koutheaïr ; Jemni, Mohamed ; Nasraoui, Olfa
Author_Institution
Technol. of Inf. & Commun. Lab., Univ. of Tunis, Tunis, Tunisia
fYear
2009
fDate
15-17 July 2009
Firstpage
642
Lastpage
644
Abstract
In order to automatically provide the most appropriate learning objects to e-learners, a special interest should be given to the process of building the learnerspsila models. First, we need to identify which relevant information to include in the learnerpsilas model, while taking into account various pedagogical considerations, and second how to accurately infer the learnerspsila preferences and characteristics from their online behavior and activities. This paper presents a preliminary study of the possibility of integrating educational preferences in the learnerpsilas model and detecting them automatically within e-learning systems.
Keywords
computer aided instruction; automatic learner modeling; e-learning systems; educational preferences; learning objects; online activities; online behavior; pedagogical dimension; Appropriate technology; Bayesian methods; Collaboration; Demography; Electronic learning; Hidden Markov models; Knowledge engineering; Object detection; Phase detection; Web mining; LOM; Learner modeling; clustering; learning style;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Learning Technologies, 2009. ICALT 2009. Ninth IEEE International Conference on
Conference_Location
Riga
Print_ISBN
978-0-7695-3711-5
Electronic_ISBN
978-0-7695-3711-5
Type
conf
DOI
10.1109/ICALT.2009.112
Filename
5194325
Link To Document