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Semantic modelling of user interests based on cross-folksonomy analysis

Szomszor, Martin, Alani, Harith, Cantador, Ivan, O'Hara, Kieron and Shadbolt, Nigel (2008) Semantic modelling of user interests based on cross-folksonomy analysis At 7th International Semantic Web Conference (ISWC), Germany. 26 - 30 Oct 2008. , pp. 632-648. (doi:10.1007/978-3-540-88564-1_40).

Record type: Conference or Workshop Item (Paper)

Abstract

The continued increase in Web usage, in particular participation in folksonomies, reveals a trend towards a more dynamic and interactive Web where individuals can organise and share resources. Tagging has emerged as the de-facto standard for the organisation of such resources, providing a versatile and reactive knowledge management mechanism that users find easy to use and understand. It is common nowadays for users to have multiple profiles in various folksonomies, thus distributing their tagging activities. In this paper, we present a method for the automatic consolidation of user profiles across two popular social networking sites, and subsequent semantic modelling of their interests utilising Wikipedia as a multi-domain model. We evaluate how much can be learned from such sites, and in which domains the knowledge acquired is focussed. Results show that far richer interest profiles can be generated for users when multiple tag-clouds are combined

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More information

Published date: 26 October 2008
Venue - Dates: 7th International Semantic Web Conference (ISWC), Germany, 2008-10-26 - 2008-10-30
Organisations: Web & Internet Science

Identifiers

Local EPrints ID: 266551
URI: http://eprints.soton.ac.uk/id/eprint/266551
ISBN: 978-3-540-88563-4
PURE UUID: 9af72b5f-2c3b-422e-a671-23849ee88a19

Catalogue record

Date deposited: 08 Aug 2008 13:15
Last modified: 18 Jul 2017 07:15

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Contributors

Author: Martin Szomszor
Author: Harith Alani
Author: Ivan Cantador
Author: Kieron O'Hara
Author: Nigel Shadbolt

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