Presentation 1996/12/14
Implementation of Information Exploring Support Environment (1) : Imformation Classifying System Based on Self-Organizing Mechanism
Eiji TANAKA, Tetsuo MIYAZAKI, Norimichi KOJO,
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Abstract(in English) Popularization of the Internet is changing our life style day by day. The Internet, througlh which anyone can easily access the world wide resources, is becoming an Infra-structure for teachihg or learning environment. The purpose of this work is to develop an information retrieval system with an auto-classifying function, which supports user's free exploratory learning, as the Net-Surfing on World Wide Web. The function is based on the self-organizing neural network algorithm, and the system has a user definable classify mechanism following their aspect, by tuning the transformation matrix used in the information clustering process.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Document Classification / Self-Organization / Neural Network / User Adaptation / Information Retrieval / Free Exploration-based Learning
Paper # ET96-95
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Committee ET
Conference Date 1996/12/14(1days)
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Registration To Educational Technology (ET)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Implementation of Information Exploring Support Environment (1) : Imformation Classifying System Based on Self-Organizing Mechanism
Sub Title (in English)
Keyword(1) Document Classification
Keyword(2) Self-Organization
Keyword(3) Neural Network
Keyword(4) User Adaptation
Keyword(5) Information Retrieval
Keyword(6) Free Exploration-based Learning
1st Author's Name Eiji TANAKA
1st Author's Affiliation Software Research Laboratory()
2nd Author's Name Tetsuo MIYAZAKI
2nd Author's Affiliation Software Research Laboratory
3rd Author's Name Norimichi KOJO
3rd Author's Affiliation Software Research Laboratory
Date 1996/12/14
Paper # ET96-95
Volume (vol) vol.96
Number (no) 431
Page pp.pp.-
#Pages 8
Date of Issue