User Modeling in a Distributed E-Learning Architecture

Abstract: This paper is focused on user modeling and adaptation in distributed ELearning systems. We describe here CUMULATE, a generic student modeling server developed for a distributed E-Learning architecture, KnowledgeTree. We also introduce a specific, topic-based knowledge modeling approach which has been implemented as an inference agent in CUMULATE and used in QuizGuide, an adaptive system that helps students select the most relevant self-assessment quizzes. We also discuss our attempts to evaluate this multi-level student modeling.

• Type: Conference
• Year: 2005
• Where: UM
• Authors: Peter Brusilovsky, Sergey A. Sosnovsky, Olena Shcherbinina
• Keywords: Knowledge Modeling Approach, Student Modeling, Student Modeling Server, UM 2005