Memorias de investigación
Research Publications in journals:
Enabling Folksonomies for Knowledge Extraction: A Semantic Grounding Approach. (En publicación)
Year:2012

Research Areas
  • Artificial intelligence

Information
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. We aim to turn folksonomies into knowledge structures where tag meanings are identified, and relations between them are asserted. For such purpose we use DBpedia as a general knowledge base from which we leverage its multilingual capabilities.
International
Si
JCR
Si
Title
International Journal on Semantic Web And Information Systems
ISBN
1552-6283
Impact factor JCR
2,308
Impact info
Datos JCR del año 2012
Volume
8
Journal number
3
From page
To page
Month
SIN MES
Ranking
Participants
  • Autor: Hector Andrés García Silva UPM
  • Autor: Iván Cantador Information Retrieval Group, Universidad Autónoma de Madrid, Spain
  • Autor: Oscar Corcho Garcia UPM

Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Ontology Engineering Group
  • Departamento: Inteligencia Artificial