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Soft Computing
Published in: Soft Computing 8/2010

01-06-2010 | Focus

A flexible multi criteria information filtering model

Authors: Gloria Bordogna, Gabriella Pasi

Published in: Soft Computing | Issue 8/2010

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Abstract

In this paper, a flexible multi criteria information filtering model is presented. This model is flexible since it allows choosing several distinct criteria, such as content aboutness, coverage, novelty, trust, timeliness, and combining them by a soft aggregation to define a personalized filter. The personal filter is encoded into the user profile that also contains the representations of the user interests that can evolve over time. An implementation of the system applying a combination of the aboutness and coverage criteria has been evaluated and compared to other filtering systems, showing its superior effectiveness. Finally, the possible use of the other criterion is discussed.
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Metadata
Title
A flexible multi criteria information filtering model
Authors
Gloria Bordogna
Gabriella Pasi
Publication date
01-06-2010
Publisher
Springer-Verlag
Published in
Soft Computing / Issue 8/2010
Print ISSN: 1432-7643
Electronic ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-009-0476-3

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