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A Market-Based Recommender System

A Market-Based Recommender System
A Market-Based Recommender System
We have designed, implemented, deployed and evaluated a large-scale agent-oriented information system that recommends relevant documents to users. Our recommender system is now being used across several European institutions. Its two key features are a modular design capable of accomodating multiple recommendation methods, and the use of a marketplace to select and rank the best recommendations for the user. As part of our evaluation, we have extensively simulated this marketplace in order to understand its dynamics and validate its suitability for a recommender system.
50-67
Moreau, Luc
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Zaini, Norliza
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Zhou, Jing
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Jennings, N. R.
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Wei, Yan Zheng
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Hall, Wendy
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De Roure, David
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Gilchrist, Ian
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O'Dell, Mark
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Reich, Sigi
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Berka, Tobias
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Di Napoli, Claudia
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Giorgini, Paolo
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Lespérance, Yves
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Wagner, Gerd
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Yu, Eric
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Moreau, Luc
033c63dd-3fe9-4040-849f-dfccbe0406f8
Zaini, Norliza
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Zhou, Jing
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Jennings, N. R.
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Wei, Yan Zheng
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Hall, Wendy
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De Roure, David
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Gilchrist, Ian
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O'Dell, Mark
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Reich, Sigi
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Berka, Tobias
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Di Napoli, Claudia
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Giorgini, Paolo
435deda0-5b25-42e9-b959-6008ab5708df
Lespérance, Yves
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Wagner, Gerd
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Yu, Eric
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Moreau, Luc, Zaini, Norliza, Zhou, Jing, Jennings, N. R., Wei, Yan Zheng, Hall, Wendy, De Roure, David, Gilchrist, Ian, O'Dell, Mark, Reich, Sigi, Berka, Tobias and Di Napoli, Claudia, (2002) A Market-Based Recommender System Giorgini, Paolo, Lespérance, Yves, Wagner, Gerd and Yu, Eric (eds.) At The Fourth International Bi-Conference Workshop on Agent-Oriented Information Systems at AAMAS 2002 (AOIS'02), Italy. , pp. 50-67.

Record type: Conference or Workshop Item (Paper)

Abstract

We have designed, implemented, deployed and evaluated a large-scale agent-oriented information system that recommends relevant documents to users. Our recommender system is now being used across several European institutions. Its two key features are a modular design capable of accomodating multiple recommendation methods, and the use of a marketplace to select and rank the best recommendations for the user. As part of our evaluation, we have extensively simulated this marketplace in order to understand its dynamics and validate its suitability for a recommender system.

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More information

Published date: 2002
Additional Information: Event Dates: July 2002
Venue - Dates: The Fourth International Bi-Conference Workshop on Agent-Oriented Information Systems at AAMAS 2002 (AOIS'02), Italy, 2002-07-01
Organisations: Web & Internet Science, Agents, Interactions & Complexity

Identifiers

Local EPrints ID: 257600
URI: http://eprints.soton.ac.uk/id/eprint/257600
PURE UUID: 911abc17-f036-42a1-b6a5-fc75631c6fd7
ORCID for Luc Moreau: ORCID iD orcid.org/0000-0002-3494-120X
ORCID for Wendy Hall: ORCID iD orcid.org/0000-0003-4327-7811
ORCID for David De Roure: ORCID iD orcid.org/0000-0001-9074-3016

Catalogue record

Date deposited: 27 Jun 2003
Last modified: 18 Jul 2017 09:37

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Contributors

Author: Luc Moreau ORCID iD
Author: Norliza Zaini
Author: Jing Zhou
Author: N. R. Jennings
Author: Yan Zheng Wei
Author: Wendy Hall ORCID iD
Author: David De Roure ORCID iD
Author: Ian Gilchrist
Author: Mark O'Dell
Author: Sigi Reich
Author: Tobias Berka
Author: Claudia Di Napoli
Editor: Paolo Giorgini
Editor: Yves Lespérance
Editor: Gerd Wagner
Editor: Eric Yu

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