Presentation 2000/1/13
An Evaluation of the Number of Attributes in Concept-Base and Measuring the Degree of Association between Concepts
Takeshi Irie, Hirokazu Watabe, Tsukasa Kawaoka,
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Abstract(in English) It is thought that the main elements of information processing systems which have friendly user interfaces are the concept-base and the association mechanism based on the degree of association between concepts. It is expected that a structure of the concept-base is as simple as possible since the concept-base has to be expanded and refined automatically by automated learning. In this paper, it is assumed that each concept in the concept-base has fixed number of attributes N, and the proper fixed number N is derived by experiments. Furthermore, the new method measuring the degree of association between concepts is proposed. This proposed method, which modulates the matching number of second stage attributes by nonlinear function, can output the closer degree of association to that decided by human judge.
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Keyword(in English) concept-base / a degree of association / association mechanism / chain concept / fixed number of attributes / modulated method
Paper # AI99-82
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Committee AI
Conference Date 2000/1/13(1days)
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Registration To Artificial Intelligence and Knowledge-Based Processing (AI)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) An Evaluation of the Number of Attributes in Concept-Base and Measuring the Degree of Association between Concepts
Sub Title (in English)
Keyword(1) concept-base
Keyword(2) a degree of association
Keyword(3) association mechanism
Keyword(4) chain concept
Keyword(5) fixed number of attributes
Keyword(6) modulated method
1st Author's Name Takeshi Irie
1st Author's Affiliation Department of Knowledge Engineering and Computer Science, Faculty of Engineering, Doshisha University()
2nd Author's Name Hirokazu Watabe
2nd Author's Affiliation Department of Knowledge Engineering and Computer Science, Faculty of Engineering, Doshisha University
3rd Author's Name Tsukasa Kawaoka
3rd Author's Affiliation Department of Knowledge Engineering and Computer Science, Faculty of Engineering, Doshisha University
Date 2000/1/13
Paper # AI99-82
Volume (vol) vol.99
Number (no) 534
Page pp.pp.-
#Pages 8
Date of Issue