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).

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Description/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

Item Type: Conference or Workshop Item (Paper)
Digital Object Identifier (DOI): doi:10.1007/978-3-540-88564-1_40
Venue - Dates: 7th International Semantic Web Conference (ISWC), Germany, 2008-10-26 - 2008-10-30
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Organisations: Web & Internet Science
ePrint ID: 266551
Date :
Date Event
26 October 2008Published
Date Deposited: 08 Aug 2008 13:15
Last Modified: 17 Apr 2017 19:02
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/266551

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