A Market-Based Recommender System
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. In, The Fourth International Bi-Conference Workshop on Agent-Oriented Information Systems at AAMAS 2002 (AOIS'02), Bologna, Italy, http://CEUR-WS.org/Vol-59/, 50-67.
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.
|Item Type:||Conference or Workshop Item (Paper)|
|Additional Information:||Event Dates: July 2002|
|Divisions:||Faculty of Physical Sciences and Engineering > Electronics and Computer Science > Web & Internet Science
Faculty of Physical Sciences and Engineering > Electronics and Computer Science > Agents, Interactions & Complexity
|Date Deposited:||27 Jun 2003|
|Last Modified:||27 Mar 2014 19:59|
|Further Information:||Google Scholar|
|RDF:||RDF+N-Triples, RDF+N3, RDF+XML, Browse.|
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