Leveraging folksonomies for ontology evolution in e-learning environments

Carlo Torniai, Jelena Jovanović, Scott Bateman, Dragan Gašević, Marek Hatala

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

16 Citations (Scopus)

Abstract

One of the main obstacles for wider adoption of semantic rich e-learning systems is the difficulty in creating and maintaining domain ontologies describing courses. Annotations, such as those resulting from collaborative tagging, provide a new source of information which can be used to ease the process of authoring and updating domain ontologies. This paper presents an extension to the LOCO-Analyst tool, which leverages student folksonomies to support instructors when revising and updating course domain ontologies. The support is based on a computation of relatedness between ontology concepts and students tags which takes into account the "context" defined by the domain ontology. The computed scores are visualized in a tag cloud along with tag popularity scores, to allow instructors to easily comprehend the emergent feedback of their students. This approach allows for a simple and intuitive method for instructors to associate tags with concepts in their domain ontology.

Original languageEnglish
Title of host publicationProceedings - IEEE International Conference on Semantic Computing 2008, ICSC 2008
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages206-213
Number of pages8
ISBN (Print)9780769532790
DOIs
Publication statusPublished - 2008
Externally publishedYes
EventAnnual IEEE International Conference on Semantic Computing, ICSC 2008 - Santa Clara, CA, United States of America
Duration: 4 Aug 20087 Aug 2008
Conference number: 2nd

Conference

ConferenceAnnual IEEE International Conference on Semantic Computing, ICSC 2008
CountryUnited States of America
CitySanta Clara, CA
Period4/08/087/08/08

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