Presentation 1994/7/23
A Note on Update of Uncertain Knowledge
Hidenori Kawamata, Makoto Nakazawa, Toshiyasu Matsushima, Shigeichi Hirasawa,
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Abstract(in English) In the research area on knowledge information processing, knowledge acquisition from experts becomes an important problem to construct efficient expert systems.On the other hand,the method for learning rules from examples is also important.Using rules given from a finite set examples,we should represent uncertain knowledge with range of certain factors.If we can combine knowledge given from experts with knowledge given from examples,we can establish more reliable knowledge.In this paper,we propose a new method that update the knowledge based on experts by using examples,provided that additional examples have noises in the observation.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Knowledge acquisition / uncertain knowledge / certain factors
Paper # IT94-45
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Committee IT
Conference Date 1994/7/23(1days)
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Registration To Information Theory (IT)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Note on Update of Uncertain Knowledge
Sub Title (in English)
Keyword(1) Knowledge acquisition
Keyword(2) uncertain knowledge
Keyword(3) certain factors
1st Author's Name Hidenori Kawamata
1st Author's Affiliation Department of Industrial Engineering and Management,School of Science and Engineering,Waseda University()
2nd Author's Name Makoto Nakazawa
2nd Author's Affiliation Department of Industrial Engineering and Management,School of Science and Engineering,Waseda University
3rd Author's Name Toshiyasu Matsushima
3rd Author's Affiliation Department of Industrial Engineering and Management,School of Science and Engineering,Waseda University
4th Author's Name Shigeichi Hirasawa
4th Author's Affiliation Department of Industrial Engineering and Management,School of Science and Engineering,Waseda University
Date 1994/7/23
Paper # IT94-45
Volume (vol) vol.94
Number (no) 171
Page pp.pp.-
#Pages 6
Date of Issue