A DISTRIBUTED INFORMATION FILTERING: STAKES AND SOLUTION FOR SATELLITE BROADCASTING

Sylvain Castagnos, Anne Boyer, François Charpillet

2005

Abstract

This paper is a preliminary report which presents information filtering solutions designed within the scope of a collaboration between our laboratory and the company of broadcasting per satellite SES ASTRA. The latter have finalized a system sponsored by advertisement and supplying to users a high bandwidth access to hundreds of web sites for free. This project aims at highlighting the benefits of collaborative filtering by including such a module in the architecture of their product. The term of collaborative filtering (Goldberg et al., 2000) denotes techniques using the known preferences of a group of users to predict the unknown preference of a new user. Our problem has consisted in finding a way to provide scale for hundreds thousands of people, while preserving anonymity of users (personal data remain on client side). Thus, we use an existing clustering method, that we have improved so that it is distributed respectively on client and server side. Nevertheless, in the absence of numerical votes for marketing reasons, we have chosen to do an innovative combination of this decentralized collaborative filtering method with a user profiling technique. We have also been submitted to constraints such as a short answer time on client side, in order to be compliant with the ASTRA architecture.

Paper Citation

in Harvard Style

Castagnos S., Boyer A. and Charpillet F. (2005). A DISTRIBUTED INFORMATION FILTERING: STAKES AND SOLUTION FOR SATELLITE BROADCASTING . In Proceedings of the First International Conference on Web Information Systems and Technologies - Volume 1: WEBIST, ISBN 972-8865-20-1, pages 299-304. DOI: 10.5220/0001231302990304

in Bibtex Style

@conference{webist05,
author={Sylvain Castagnos and Anne Boyer and François Charpillet},
title={A DISTRIBUTED INFORMATION FILTERING: STAKES AND SOLUTION FOR SATELLITE BROADCASTING},
booktitle={Proceedings of the First International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,},
year={2005},
pages={299-304},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001231302990304},
isbn={972-8865-20-1},
}

in EndNote Style

TY - CONF
JO - Proceedings of the First International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,
TI - A DISTRIBUTED INFORMATION FILTERING: STAKES AND SOLUTION FOR SATELLITE BROADCASTING
SN - 972-8865-20-1
AU - Castagnos S.
AU - Boyer A.
AU - Charpillet F.
PY - 2005
SP - 299
EP - 304
DO - 10.5220/0001231302990304