Review of the state of the art: Discovering and Associating Semantics to Tags in Folksonomies

García-Silva, A. and Corcho, Oscar and Alani, H. and Gómez-Pérez, A. (2012). Review of the state of the art: Discovering and Associating Semantics to Tags in Folksonomies. "The Knowledge Engineering Review", v. 27 (n. 01); pp. 57-85. ISSN 0269-8889. https://doi.org/10.1017/S026988891100018X.

Description

Title: Review of the state of the art: Discovering and Associating Semantics to Tags in Folksonomies
Author/s:
  • García-Silva, A.
  • Corcho, Oscar
  • Alani, H.
  • Gómez-Pérez, A.
Item Type: Article
Título de Revista/Publicación: The Knowledge Engineering Review
Date: 22 February 2012
Volume: 27
Subjects:
Freetext Keywords: oeg, España Virtual, GeoBuddies
Faculty: Facultad de Informática (UPM)
Department: Inteligencia Artificial
UPM's Research Group: Ontology Engineering Group – OEG
Creative Commons Licenses: None

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Abstract

This paper describes and compares the most relevant approaches for associating tags with semantics in order to make explicit the meaning of those tags. We identify a common set of steps that are usually considered across all these approaches and frame our descriptions according to them, providing a unified view of how each approach tackles the different problems that appear during the semantic association process. Furthermore, we provide some recommendations on (a) how and when to use each of the approaches according to the characteristics of the data source, and (b) how to improve results by leveraging the strengths of the different approaches.

More information

Item ID: 6376
DC Identifier: http://oa.upm.es/6376/
OAI Identifier: oai:oa.upm.es:6376
DOI: 10.1017/S026988891100018X
Deposited by: Dr Oscar Corcho
Deposited on: 15 Mar 2011 09:44
Last Modified: 20 Apr 2016 15:41
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