Vidal's library
Title: | A Protocol for a Distributed Recommender System |
Author: | José M. Vidal |
Book Tittle: | Trusting Agents for Trusting Electronic Societies |
Editor: | Rino Falcone, Suzanne Barber, Jordi Sabater, and Munindar Singh |
Publisher: | Springer |
Year: | 2005 |
ISBN: | 354028012X |
Abstract: | We present a domain model and protocol for the exchange of recommendations by selfish agents without the aid of any centralized control. Our model captures a subset of the realities of recommendation exchanges in the Internet. We provide an algorithm that selfish agents can use for deciding whether to exchange recommendations and with whom. We analyze this algorithm and show that, under certain common circumstances, the agents' rational choice is to exchange recommendations. Finally, we have implemented our model and algorithm and tested the performance of various populations. Our results show that both the social welfare and the individual utility of the agents is increased by participating in the exchange of recommendations. |
Cited by 2 - Google Scholar - ISBNdb - Amazon
@InCollection{vidal05a,
author = {Jos\'{e} M. Vidal},
title = {A Protocol for a Distributed Recommender System},
booktitle = {Trusting Agents for Trusting Electronic Societies},
publisher = {Springer},
year = 2005,
editor = {Rino Falcone and Suzanne Barber and Jordi Sabater
and Munindar Singh},
abstract = {We present a domain model and protocol for the
exchange of recommendations by selfish agents
without the aid of any centralized control. Our
model captures a subset of the realities of
recommendation exchanges in the Internet. We provide
an algorithm that selfish agents can use for
deciding whether to exchange recommendations and
with whom. We analyze this algorithm and show that,
under certain common circumstances, the agents'
rational choice is to exchange
recommendations. Finally, we have implemented our
model and algorithm and tested the performance of
various populations. Our results show that both the
social welfare and the individual utility of the
agents is increased by participating in the exchange
of recommendations.},
isbn = {354028012X},
keywords = {multiagent trust recommender},
url = {http://jmvidal.cse.sc.edu/papers/vidal05a.pdf},
cluster = {17821908884336046947}
}
Last modified: Wed Mar 9 10:16:19 EST 2011