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2000
ACM

A self organizing map (SOM) extended model for information discovery in a digital library context

9 years 27 days ago
A self organizing map (SOM) extended model for information discovery in a digital library context
This paper presents the MicroNOMAD Discovering Tool. Its main characteristic is both to provide an user with emergent analyses of a multimedia database content and with querying and browsing guidelines through the use of an advanced topographic interface model. The model also allows the user to dynamically exploit semantic exchanges between multiple viewpoints on the database. The tool basic principles are firstly described. A tool experimentation which is achieved on the multimedia data-base associated to the BIBAN"Art Nouveau" server is then developed. It clearly demonstrates that the combination of both the topographic structures, the textual and iconographic interaction, and the viewpoint exchanges proposed by the MicroNOMAD core model could play an essential role in several discovering and browsing processes. Keywords multimedia, information discovery, classification, neural networks, data visualization, information retrieval
Jean-Charles Lamirel, Jacques Ducloy, Hager Kammou
Added 25 Aug 2010
Updated 25 Aug 2010
Type Conference
Year 2000
Where KDD
Authors Jean-Charles Lamirel, Jacques Ducloy, Hager Kammoun
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