Enabling folksonomies for knowledge extraction: A semantic grounding approach

García-Silva, A. and Cantador, Iván and Corcho, Oscar (2012). Enabling folksonomies for knowledge extraction: A semantic grounding approach. "International Journal on Semantic Web and Information Systems", v. 8 (n. 3); pp. 24-41. ISSN 1552-6283. https://doi.org/10.4018/jswis.2012070102.

Description

Title: Enabling folksonomies for knowledge extraction: A semantic grounding approach
Author/s:
  • García-Silva, A.
  • Cantador, Iván
  • Corcho, Oscar
Item Type: Article
Título de Revista/Publicación: International Journal on Semantic Web and Information Systems
Date: 2012
ISSN: 1552-6283
Volume: 8
Subjects:
Freetext Keywords: Folksonomy, Knowledge acquisition, Knowledge extraction, Multilinguality, Semantic, Grounding, Folksonomía, Adquisición de conocimiento, Extraccción de conocimiento, Multilingüismo, Semántica.
Faculty: Facultad de Informática (UPM)
Department: Inteligencia Artificial
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

Folksonomies emerge as the result of the free tagging activity of a large number of users over a variety of resources. They can be considered as valuable sources from which it is possible to obtain emerging vocabularies that can be leveraged in knowledge extraction tasks. However, when it comes to understanding the meaning of tags in folksonomies, several problems mainly related to the appearance of synonymous and ambiguous tags arise, specifically in the context of multilinguality. The authors aim to turn folksonomies into knowledge structures where tag meanings are identified, and relations between them are asserted. For such purpose, they use DBpedia as a general knowledge base from which they leverage its multilingual capabilities.

More information

Item ID: 16331
DC Identifier: http://oa.upm.es/16331/
OAI Identifier: oai:oa.upm.es:16331
DOI: 10.4018/jswis.2012070102
Official URL: http://www.igi-global.com/
Deposited by: Biblioteca Facultad de Informatica
Deposited on: 09 Jul 2013 17:14
Last Modified: 21 Apr 2016 16:38
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