Improving the Exploration of Tag Spaces Using Automated Tag Clustering

J Radelaar, A-J Boor, Damir Vandic, J-W van Dam, Frederik Hogenboom, Flavius Frasincar

Research output: Chapter/Conference proceedingConference proceedingAcademicpeer-review

7 Citations (Scopus)

Abstract

Due to the increasing popularity of tagging, it is important to overcome challenges resulting from the free nature of tagging, such as the use of synonyms, homonyms, syntactic variations, etc. The Semantic Tag Clustering Search (STCS) framework deals with these challenges by detecting syntactic variations of tags and by clustering semantically related tags. We evaluate our framework using Flickr data from 2009 and compare the STCS framework to two previously introduced tag clustering techniques. We conclude that our framework performs significantly better in terms of cluster precision compared to one method and has a better average precision compared to the other method.
Original languageEnglish
Title of host publicationEleventh International Conference on Web Engineering (ICWE 2011)
EditorsS. Auer, O. Díaz, G.A. Papadopoulos
PublisherSpringer-Verlag
Pages274-288
Number of pages15
Volume6757
ISBN (Print)9783642222320
Publication statusPublished - 20 Jun 2011

Fingerprint

Dive into the research topics of 'Improving the Exploration of Tag Spaces Using Automated Tag Clustering'. Together they form a unique fingerprint.

Cite this