GroupLens: An Open Architecture for Collaborative Filtering of Netnews

GroupLens: An Open Architecture for Collaborative Filtering of Netnews (1994)

Cached

Download Links

Other Repositories/Bibliography

DBLP

by Paul Resnick , Neophytos Iacovou , Mitesh Suchak , Peter Bergstrom , John Riedl

Citations:

872 - 29 self

BibTeX

@INPROCEEDINGS{Resnick94grouplens:an,
    author = {Paul Resnick and Neophytos Iacovou and Mitesh Suchak and Peter Bergstrom and John Riedl},
    title = {GroupLens: An Open Architecture for Collaborative Filtering of Netnews},
    booktitle = {},
    year = {1994},
    pages = {175--186},
    publisher = {ACM Press}
}

Years of Citing Articles

Bookmark

OpenURL

Abstract

Collaborative filters help people make choices based on the opinions of other people. GroupLens is a system for collaborative filtering of netnews, to help people find articles they will like in the huge stream of available articles. News reader clients display predicted scores and make it easy for users to rate articles after they read them. Rating servers, called Better Bit Bureaus, gather and disseminate the ratings. The rating servers predict scores based on the heuristic that people who agreed in the past will probably agree again. Users can protect their privacy by entering ratings under pseudonyms, without reducing the effectiveness of the score prediction. The entire architecture is open: alternative software for news clients and Better Bit Bureaus can be developed independently and can interoperate with the components we have developed.

Citations

2168	Indexing by latent semantic analysis - Deerwester, Dumais, et al. - 1990
1216	Term-weighting approaches in automatic text retrieval - Salton, Buckley - 1988
892	Mediators in the architecture of future information systems - Wiederhold - 1992
577	Using collaborative filtering to weave an information tapestry - Goldberg, Nichols, et al. - 1992
538	Improving retrieval performance by relevance feedback - Salton, Buckley - 1990
213	Personalized Information Delivery: An Analysis of Information-Filtering Methods - Foltz, Dumais - 1992
174	Edit wear and read wear - Hill, Hollan, et al. - 1992
144	Learning interface agents - Maes, Kozierok - 1993
106	Econometric Models and Economic Forecasts - Pindyck, Rubinfeld - 1998
81	Replicated Document Management in a Group Communication System - Jr, Beckhardt, et al. - 1988
79	M.: Intelligent information sharing systems - Malone, Grant, et al. - 1987
72	A Learning Approach to Personalized Information Filtering, S.M - Sheth - 1994
38	Information Filtering and Information Retrieval: Two - Belkin, Croft - 1992
34	User Models: Theory, Method, and Practice - Allen - 1990
17	Distributing Information for Collaborative Filtering on Usenet Net News - Maltz - 1994
14	Supporting informal communication via ephemeral interest groups - Brothers, Hollan, et al. - 1992
7	From Wealth to Wisdom: A Change in the Social Paradigm - Kumon - 1992
6	Newsgroup Clustering Based on User Behavior-- A Recommendation Algebra - Karlgren - 1994
3	GoodNews: A Collaborative Filter for Network News - Suchak - 1994
1	The Digital Library Project, Volume 1: The Wold of Knowbots. An Open Architecture for a Digital Library System and a Plan for - Kahn, Cerf - 1988
1	Invitational Journals Based Upon Peer Consensus - Stodolsky - 1990
1	Information Filtering and Inforni&tion Retrieval: Two - Belkin, Croft - 1992
1	The Digital Library Project, Volume 1: The Weld of Knowbots. An Open Architecture for a Digital Library System and a Plan for - Kahn, Cerf - 1988
1	Invitational Journals Based Upon Using Collaborative Filtering to Weave an Information Peer Consensus - Goldberg, Nichols, et al. - 1992