Dynamic assembly of personalized learning content on the semantic web

Jelena Jovanović, Dragan Gašević, Vladan Devedžić

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

18 Citations (Scopus)

Abstract

This paper presents an ontology-based approach for automatic decomposition of learning objects (LOs) into reusable content units, and dynamic reassembly of such units into personalized learning content. To test our approach we developed TANGRAM, an integrated learning environment for the domain of Intelligent Information Systems. Relying on a number of ontologies, TANGRAM allows decomposition of LOs into smaller content units, which can be later assembled into new LOs personalized to the user's domain knowledge, preferences, and learning styles. The focus of the presentation is on the ontologies themselves, in the context of user modeling and personalization. Furthermore, the paper presents the algorithm we apply to dynamically assemble content units into personalized learning content. We also discuss our experiences with dynamic content generation and point out directions for future work.

Original languageEnglish
Title of host publicationThe Semantic Web
Subtitle of host publicationResearch and Applications: 3rd European Semantic Web Conference, ESWC 2006 Proceedings
PublisherSpringer
Pages545-559
Number of pages15
ISBN (Print)3540345442, 9783540345442
Publication statusPublished - 2006
Externally publishedYes
Event3rd European Semantic Web Conference, ESWC 2006 - Budva
Duration: 11 Jun 200614 Jun 2006

Publication series

NameLecture Notes in Computer Science
PublisherSpringer
Volume4011
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference3rd European Semantic Web Conference, ESWC 2006
CityBudva
Period11/06/0614/06/06

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