UMFE: a user modelling front-end subsystem
International Journal of Man-Machine Studies
User Modeling in Human–Computer Interaction
User Modeling and User-Adapted Interaction
Personalization in distributed e-learning environments
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
User Modeling and User-Adapted Interaction
An adaptive system for the personalized access to news
AI Communications
Coaching Web-based Collaborative Learning based on Problem Solution Differences and Participation
International Journal of Artificial Intelligence in Education
Expert Systems with Applications: An International Journal
User models for adaptive hypermedia and adaptive educational systems
The adaptive web
User profiles for personalized information access
The adaptive web
A fully personalization strategy of E-learning scenarios
Computers in Human Behavior
ICALT '10 Proceedings of the 2010 10th IEEE International Conference on Advanced Learning Technologies
Exploring the state of the art in adaptive distributed learning environments
ICCSA'10 Proceedings of the 2010 international conference on Computational Science and Its Applications - Volume Part II
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Adaptive systems have been a hot topic in various areas like hypermedia systems, e-commerce systems, e-learning environments and information retrieval. In order to provide adaptivity, these systems need to keep track of different types of information about their users. Therefore, user modeling is at the heart of the adaptation process. In this paper, different user modeling techniques will be reviewed with the focus on what needs to be modeled and how it will be modeled, i.e., the demographic information of the users are collected in most of these systems, however, how it will be used in the adaptation process depends on the methodology being followed. The evaluation of different user modeling approaches and examination of some recent adaptive e-learning systems' architectures will also be provided.