Conference proceedings article
Semantic Grounding of Tag Relatedness in Social Bookmarking Systems



Publication Details
Authors:
Stumme, G.; Benz, D.; Hotho, A.
Editor:
Sheth P. Amit, Staab Steffen, Dean Mike, Paolucci Massimo, Maynard Diana, Finin W. Timothy, Thirunarayan Krishnaprasad
Publisher:
Springer
Place:
Heidelberg
Publication year:
2008
Pages range:
615-631
Book title:
The Semantic Web -- ISWC 2008, Proc.Intl. Semantic Web Conference 2008
Title of series:
LNAI
Volume number:
5318

Abstract
Collaborative tagging systems have nowadays become important data sources for populating semantic web applications. For taskslike synonym detection and discovery of concept hierarchies, many researchers introduced measures of tag similarity. Eventhough most of these measures appear very natural, their design often seems to be rather ad hoc, and the underlying assumptionson the notion of similarity are not made explicit. A more systematic characterization and validation of tag similarity interms of formal representations of knowledge is still lacking. Here we address this issue and analyze several measures oftag similarity: Each measure is computed on data from the social bookmarking system del.icio.us and a semantic grounding isprovided by mapping pairs of similar tags in the folksonomy to pairs of synsets in Wordnet, where we use validated measuresof semantic distance to characterize the semantic relation between the mapped tags. This exposes important features of theinvestigated similarity measures and ind


Keywords
grounding, iswc2008, itegpub, relatedness, semantic, seminar2009, similarity, sw, tag, tagging, tagorapub

Last updated on 2019-25-07 at 11:30