Understanding the Semantics of Ambiguous Tags in Folksonomies
Understanding the Semantics of Ambiguous Tags in Folksonomies
The use of tags to describe Web resources in a collaborative manner has experienced rising popularity among Web users in recent years. The product of such activity is given the name folksonomy, which can be considered as a scheme of organizing information in the users' own way. In this paper, we present a possible way to analyze the tripartite graphs - graphs involving users, tags and resources - of folksonomies and discuss how these elements acquire their meanings through their associations with other elements, a process we call mutual contextualization. In particular, we demonstrate how different meanings of ambiguous tags can be discovered through such analysis of the tripartite graph by studying the tag sf. We also discuss how the result can be used as a basis to better understand the nature of folksonomies.
folksonomies, collaborative tagging, semantics
Au Yeung, Ching Man
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Gibbins, Nicholas
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Shadbolt, Nigel
5c5acdf4-ad42-49b6-81fe-e9db58c2caf7
November 2007
Au Yeung, Ching Man
c83390b1-d3a1-459e-8f09-01c81576e066
Gibbins, Nicholas
98efd447-4aa7-411c-86d1-955a612eceac
Shadbolt, Nigel
5c5acdf4-ad42-49b6-81fe-e9db58c2caf7
Au Yeung, Ching Man, Gibbins, Nicholas and Shadbolt, Nigel
(2007)
Understanding the Semantics of Ambiguous Tags in Folksonomies.
The International Workshop on Emergent Semantics and Ontology Evolution (ESOE2007) at ISWC/ASWC 2007, Busan, South Korea.
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Abstract
The use of tags to describe Web resources in a collaborative manner has experienced rising popularity among Web users in recent years. The product of such activity is given the name folksonomy, which can be considered as a scheme of organizing information in the users' own way. In this paper, we present a possible way to analyze the tripartite graphs - graphs involving users, tags and resources - of folksonomies and discuss how these elements acquire their meanings through their associations with other elements, a process we call mutual contextualization. In particular, we demonstrate how different meanings of ambiguous tags can be discovered through such analysis of the tripartite graph by studying the tag sf. We also discuss how the result can be used as a basis to better understand the nature of folksonomies.
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tag_semantics.pdf
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ISWC_presentation.pdf
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Published date: November 2007
Additional Information:
Event Dates: 12 November 2007
Venue - Dates:
The International Workshop on Emergent Semantics and Ontology Evolution (ESOE2007) at ISWC/ASWC 2007, Busan, South Korea, 2007-11-12
Keywords:
folksonomies, collaborative tagging, semantics
Organisations:
Web & Internet Science
Identifiers
Local EPrints ID: 264869
URI: http://eprints.soton.ac.uk/id/eprint/264869
PURE UUID: 36a4f7f1-f147-4dbe-b7de-f9ef3f34b27b
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Date deposited: 18 Nov 2007 18:04
Last modified: 15 Mar 2024 02:59
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Contributors
Author:
Ching Man Au Yeung
Author:
Nicholas Gibbins
Author:
Nigel Shadbolt
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