Jordi Palau, Miquel Montaner and Beatriz L opez Institut d'Inform atica i...  @ NUS Home/Search
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Abstract: Many researchers have focussed their efforts in developing collaborative recommender systems. It has been proved that the use of collaboration in such systems improves its performance, but what is not known is how this collaboration is done and what is more important, how it has to be done in order to optimise the information exchange. The collaborative relationships in recommender systems can be represented as a social network. In this paper we propose several measures to analyse collaboration ... (Update)
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BibTeX entry: (Update)
J. Palau, M. Montaner, and B. Lopez. Collaboration analysis in recommender systems using social networks. In Eighth Intl. Workshop on Cooperative Info. Agents (CIA'04), 2004. http://citeseer.comp.nus.edu.sg/689618.html More
@misc{ palau04collaboration,
author = "J. Palau and M. Montaner and B. Lopez",
title = "Collaboration analysis in recommender systems using social networks",
text = "J. Palau, M. Montaner, and B. Lopez. Collaboration analysis in recommender
systems using social networks. In Eighth Intl. Workshop on Cooperative Info.
Agents (CIA'04), 2004.",
year = "2004",
url = "citeseer.comp.nus.edu.sg/689618.html" }
Citations (may not include all citations):159 Recommender systems (context) - Resnick, Varian - 1997
106 Inferring web communities from link topology - Gibson, Kleinberg et al. - 1998
52 Combining collaborative filter- ing with personal agents for.. - Good, Schafer et al. - 1999
13 Reputation and social network analysis in multi-agent system.. (context) - Sabater, Sierra - 2002
12 Friends and neighbors on the web - Adamic, Adar - 2003
11 Combining content-based and collaborative recommendation - Balabanovic, Shoham - 1997
8 Social network analysis (context) - Scott - 1991
6 Ucinet for windows: Software for social network analysis (context) - Borgatti, Everett - 2002
5 Developing trust in recommender agents - Montaner, opez et al. - 2002
5 Advances in Social Network Analysis (context) - Wasserman, Galaskiewicz - 1994
5 Computer networks as social networks: Collaborative work (context) - Wellman, Salaff et al. - 1996
4 Introduction to Social Network Methods (context) - Hanneman - 2001
3 Trust and reputation management in a small-world network (context) - Venkatraman, Yu et al. - 2000
2 Data mining email to discover social networks and communitie.. (context) - Krebs - 2003
2 Evaluation of recommender systems through simulated users (context) - Montaner, opez et al. - 2004
1 Electronic weak ties in network organizations (context) - Papakyriazis, Boudourides - 2001
1 Collaborative Recommender Agents Based on Case-Based Reasoni.. - Montaner - 2003
1 Social Networks (context) - Barnes - 1972
1 A Ranking Algorithm Based on Graph Topology to Generate Repu.. (context) - Pujol, Sanguesa et al. - 2003
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