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Bridging the Gap Between Folksonomies and the Semantic Web: An Experience Report (2007)
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| Venue: | Workshop: Bridging the Gap between Semantic Web and Web 2.0, European Semantic Web Conference |
| Citations: | 56 - 16 self |
BibTeX
@INPROCEEDINGS{Angeletou07bridgingthe,
author = {Sofia Angeletou and Marta Sabou and Lucia Specia and Enrico Motta},
title = {Bridging the Gap Between Folksonomies and the Semantic Web: An Experience Report},
booktitle = {Workshop: Bridging the Gap between Semantic Web and Web 2.0, European Semantic Web Conference},
year = {2007},
pages = {93}
}
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Abstract
Abstract. While folksonomies allow tagging of similar resources with a variety of tags, their content retrieval mechanisms are severely hampered by being agnostic to the relations that exist between these tags. To overcome this limitation, several methods have been proposed to find groups of implicitly inter-related tags. We believe that content retrieval can be further improved by making the relations between tags explicit. In this paper we propose the semantic enrichment of folksonomy tags with explicit relations by harvesting the Semantic Web, i.e., dynamically selecting and combining relevant bits of knowledge from online ontologies. Our experimental results show that, while semantic enrichment needs to be aware of the particular characteristics of folksonomies and the Semantic Web, it is beneficial for both. 1
Keyphrases
semantic web gap folksonomies experience report explicit relation content retrieval mechanism semantic enrichment need content retrieval relevant bit particular characteristic online ontology semantic enrichment similar resource inter-related tag folksonomy tag experimental result several method
