Presentation 1996/11/2
Hypotheses Generation in Abductive Analogical Reasoning
Akinori Abe,
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Abstract(in English) When applying abductive hypotheses, sometimes it is inadequate to use a simplicity criterion, i.e. "Occam's Razor", and sometimes this causes serious problems. We have developed a framework for abductive reasoning called Abductive Analogical Reasoning. It tries to overcome this inadequateness and generates plausible clauses to explain an observation. However, in some contexts, since meaning of a word changes, it is slightly hard to generate plausible clauses without considering the context. In this paper, I will show the significant role of context in selecting abductive hypotheses and will present a strategy for context retrieval from the clauses that are to be used in an inference.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) abduction / context / retrieval of context / explanatory coherence
Paper # AI96-27
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Committee AI
Conference Date 1996/11/2(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) Hypotheses Generation in Abductive Analogical Reasoning
Sub Title (in English)
Keyword(1) abduction
Keyword(2) context
Keyword(3) retrieval of context
Keyword(4) explanatory coherence
1st Author's Name Akinori Abe
1st Author's Affiliation NTT Communication Science Laboratories()
Date 1996/11/2
Paper # AI96-27
Volume (vol) vol.96
Number (no) 346
Page pp.pp.-
#Pages 8
Date of Issue