Preliminary Results in Tag Disambiguation using DBpedia


Garcia, Andres, Szomszor, Martin, Alani, Harith and Corcho, Oscar (2009) Preliminary Results in Tag Disambiguation using DBpedia At Knowledge Capture (K-Cap'09) - First International Workshop on Collective Knowledge Capturing and Representation - CKCaR'09, United States.

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Description/Abstract

The availability of tag-based user-generated content for a variety of Web resources (music, photos, videos, text, etc.) has largely increased in the last years. Users can assign tags freely and then use them to share and retrieve information. However, tag-based sharing and retrieval is not optimal due to the fact that tags are plain text labels without an explicit or formal meaning, and hence polysemy and synonymy should be dealt with appropriately. To ameliorate these problems, we propose a context-based tag disambiguation algorithm that selects the meaning of a tag among a set of candidate DBpedia entries, using a common information retrieval similarity measure. The most similar DBpedia en-try is selected as the one representing the meaning of the tag. We describe and analyze some preliminary results, and discuss about current challenges in this area.

Item Type: Conference or Workshop Item (Paper)
Venue - Dates: Knowledge Capture (K-Cap'09) - First International Workshop on Collective Knowledge Capturing and Representation - CKCaR'09, United States, 2009-09-01
Organisations: Web & Internet Science
ePrint ID: 267792
Date :
Date Event
September 2009Published
Date Deposited: 21 Aug 2009 14:32
Last Modified: 17 Apr 2017 18:42
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/267792

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