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Recommender Systems for the Semantic Web

Loizou, Antonis and Dasmahapatra, Srinandan (2006) Recommender Systems for the Semantic Web At ECAI 2006 Recommender Systems Workshop, Italy. 28 Aug - 01 Sep 2006.

Record type: Conference or Workshop Item (Paper)

Abstract

This paper presents a semantic approach to Recommender Systems (RS), to exploit available contextual information about both the items to be recommended and the recommendation process, in an attempt to overcome some of the shortcomings of traditional RS implementations. An ontology is used as a backbone to the system in the proposed architecture to represent the problem domain, while multiple web services are orchestrated to compose a suitable recommendation model, matching the current recommendation context at run-time. In order to allow for such dynamic behaviour, the proposed system tackles the recommendation problem by applying existing RS techniques on three different levels: the selection of appropriate sets of features, recommendation model and recommendable items.

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More information

Published date: 2006
Additional Information: Event Dates: Aug 28th - Sep 1st 2006
Venue - Dates: ECAI 2006 Recommender Systems Workshop, Italy, 2006-08-28 - 2006-09-01
Keywords: recommender systems, RS, web services, semantic web
Organisations: Southampton Wireless Group

Identifiers

Local EPrints ID: 262584
URI: http://eprints.soton.ac.uk/id/eprint/262584
PURE UUID: d794862c-a41c-4480-9c8c-fdde6071b10d

Catalogue record

Date deposited: 15 May 2006
Last modified: 18 Jul 2017 08:50

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Contributors

Author: Antonis Loizou

University divisions

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