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Preliminary results in tag disambiguation using DBpedia

Garcia, Andres; Szomszor, Martin; Alani, Harith and Corcho, Oscar (2009). Preliminary results in tag disambiguation using DBpedia. In: The Fifth International Conference on Knowledge Capture (K-Cap'09) - First International Workshop on Collective Knowledge Capturing and Representation (CKCaR'09), 1 Sept 2009, Redondo Beach, California, USA.

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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 Item
Copyright Holders: 2009 The Authors
Academic Unit/Department: Knowledge Media Institute
Interdisciplinary Research Centre: Centre for Research in Computing (CRC)
Item ID: 20006
Depositing User: Harith Alani
Date Deposited: 15 Apr 2010 13:57
Last Modified: 23 Oct 2012 16:17
URI: http://oro.open.ac.uk/id/eprint/20006
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