Title :
Leveraging Folksonomies for Ontology Evolution in E-learning Environments
Author :
Torniai, Carlo ; Jovanovic, Jelena ; Bateman, Scott ; Gasevic, Dragan ; Hatala, Marek
Author_Institution :
Simon Fraser Univ., Burnaby, BC
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 author-ing 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.
Keywords :
computer aided instruction; distance learning; educational courses; ontologies (artificial intelligence); LOCO-Analyst tool; course domain ontologies; e-learning environments; ontology evolution; tag cloud; tag popularity scores; Cloud computing; Collaboration; Electronic learning; Feedback; Information resources; Libraries; Ontologies; Tag clouds; Tagging; Visualization; E-learning; Folksonomies; Ontologies;
Conference_Titel :
Semantic Computing, 2008 IEEE International Conference on
Conference_Location :
Santa Clara, CA
Print_ISBN :
978-0-7695-3279-0
Electronic_ISBN :
978-0-7695-3279-0
DOI :
10.1109/ICSC.2008.15