Tagging systems are nowadays a common feature in web sites where user-generated content plays an important role. However, the lack of semantics and multilinguality hamper information retrieval process based on folksonomies. In this paper we propose an approach to bring semantics to multilingual folksonomies. This approach includes a sense disambiguation activity and takes advantage from knowledge generated by the masses in the form of articles, redirection and disambiguation links, and translations in Wikipedia. We use DBpedia2 as semantic resource to define the tag meanings.
Description
Associating Semantics to Multilingual Tags in Folksonomies - Archivo Digital UPM
%0 Generic
%1 garciasilva2010associating
%A Garcia-Silva, A.
%A Corcho, Oscar
%A Gracia, J.
%B Proceedings of the 17th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2010)
%D 2010
%K enrichment multilingual ol_web2.0 semantics tag_concept_mapping taggingsurvey tags
%T Associating Semantics to Multilingual Tags in Folksonomies
%U http://oa.upm.es/5646/
%X Tagging systems are nowadays a common feature in web sites where user-generated content plays an important role. However, the lack of semantics and multilinguality hamper information retrieval process based on folksonomies. In this paper we propose an approach to bring semantics to multilingual folksonomies. This approach includes a sense disambiguation activity and takes advantage from knowledge generated by the masses in the form of articles, redirection and disambiguation links, and translations in Wikipedia. We use DBpedia2 as semantic resource to define the tag meanings.
@misc{garciasilva2010associating,
abstract = {Tagging systems are nowadays a common feature in web sites where user-generated content plays an important role. However, the lack of semantics and multilinguality hamper information retrieval process based on folksonomies. In this paper we propose an approach to bring semantics to multilingual folksonomies. This approach includes a sense disambiguation activity and takes advantage from knowledge generated by the masses in the form of articles, redirection and disambiguation links, and translations in Wikipedia. We use DBpedia[2] as semantic resource to define the tag meanings.},
added-at = {2011-02-17T17:42:13.000+0100},
author = {Garcia-Silva, A. and Corcho, Oscar and Gracia, J.},
biburl = {https://www.bibsonomy.org/bibtex/246622f94e66dd7af1b2f6629840ec25b/dbenz},
booktitle = {Proceedings of the 17th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2010)},
description = {Associating Semantics to Multilingual Tags in Folksonomies - Archivo Digital UPM},
file = {garciasilva2010associating.pdf:garciasilva2010associating.pdf:PDF},
groups = {public},
interhash = {25554c0d0a05182fc0f5c63004aece2d},
intrahash = {46622f94e66dd7af1b2f6629840ec25b},
keywords = {enrichment multilingual ol_web2.0 semantics tag_concept_mapping taggingsurvey tags},
location = {Lisboa, Portugal},
timestamp = {2013-07-31T15:39:42.000+0200},
title = {Associating Semantics to Multilingual Tags in Folksonomies},
url = {http://oa.upm.es/5646/},
username = {dbenz},
year = 2010
}