Abstract
This paper presents the MicroNOMAD Discovering tool. The tool combines both topographic structures, textual and iconographic interaction, as well as viewpoint exchanges by the mean of a major extension of the classical Kohonen SOM model. It may be used for various discovering tasks in a multimedia Digital Library context. The tool basic principles are firstly described. Finally, a tool experimentation that has been carried out on the multimedia database associated to the BIBAN “Art Nouveau” server is presented.
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References
Ducloy J.: DILIB, une plate-forme XML pour la génération de serveurs WWW et la veille scientifique et technique. In: Le Micro Bulletin Thématique, No. 3, april 99.
Hong J. & al.: A digital museum of Taiwanese butterflies. In: Proceedings ACM/DL 00, San Antonio, Texas, june 2000.
Kohonen T.: Self-Organisation and Associative Memory. Springer Verlag, New York, USA, 1984.
Lamirel J.C. and Crehange M.: Application of a symbolico-connectionist approach for the design of a highly interactive documentary database interrogation system with on-line learning capabilities. In: Proceedings ACM/CIKM 94, Gaitherburg, Maryland, november 94.
Lin X., Soergel D. and Marchionini G.: A Self-Organizing Semantic Map for Information Retrieval. In: Proceedings of SIGIR, Chicago, USA, 1991.
Martinetz T. M. and Schulten K. J.: Topology Representing Networks. In: Neural Networks, 7 (3): 507–522, 1994.
Simon A. and Napoli A.: Building Viewpoints in an Object-Based Representation System for Knowledge Discovery in Databases. In: Proceedings IRI-99.
W. J. Wilbur and L. Coffee.: The Effectiveness of Document Neighboring in Search Enhancement. In: Information Processing and Management, 30 (2): 253–266, 1994.
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© 2001 Springer-Verlag Berlin Heidelberg
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Lamirel, JC., Ducloy, J., Kammoun, H. (2001). Some Basics of a Self Organizing Map (SOM) Extended Model for Information Discovery in a Digital Library Context. In: Ziarko, W., Yao, Y. (eds) Rough Sets and Current Trends in Computing. RSCTC 2000. Lecture Notes in Computer Science(), vol 2005. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45554-X_49
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DOI: https://doi.org/10.1007/3-540-45554-X_49
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