A proposal guided knowledge acquisition support system

Abstract: "This paper describes a proposal guided knowledge acquisition support system which generates and proposes candidates of knowledge by induction. This system is an enhanced version of the interactive knowledge acquisition support system EPSILON/One. This system elicits basic information...

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Hauptverfasser: Taki, Hirokazu (VerfasserIn), Terasaki, Satoshi (VerfasserIn)
Format: Buch
Sprache:English
Veröffentlicht: Tokyo, Japan 1990
Schriftenreihe:Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical report 541
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MARC

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245 1 0 |a A proposal guided knowledge acquisition support system  |c by H. Taki & S. Terasaki 
264 1 |a Tokyo, Japan  |c 1990 
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490 1 |a Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical report  |v 541 
520 3 |a Abstract: "This paper describes a proposal guided knowledge acquisition support system which generates and proposes candidates of knowledge by induction. This system is an enhanced version of the interactive knowledge acquisition support system EPSILON/One. This system elicits basic information from an expert, makes hypothesis, and modifies target knowledge with the expert. Some of the major problems of using induction is that it requires a large amount of computing power and creates numerous hypotheses. In order to make hypotheses by induction more efficient, the forms of hypotheses must be limited. EPSILON/One has a knowledge representation, Expert Model, which consists of operations 
520 3 |a The operations are limited to seven types which are derived from analyzing real diagnostic knowledge bases. The system realizes efficient inductive hypotheses generation by using this limited numbers [sic] of operation representations. This papers [sic] discusses inductive operation presumption algorithms and interactions between the expert and the system in this architecture. 
650 4 |a Knowledge acquisition (Expert systems) 
650 4 |a Machine learning 
700 1 |a Terasaki, Satoshi  |e Verfasser  |4 aut 
830 0 |a Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical report  |v 541  |w (DE-604)BV010923438  |9 541 
943 1 |a oai:aleph.bib-bvb.de:BVB01-007323026 

Datensatz im Suchindex

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Terasaki, Satoshi
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Terasaki, Satoshi
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series Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical report
series2 Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical report
spellingShingle Taki, Hirokazu
Terasaki, Satoshi
A proposal guided knowledge acquisition support system
Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical report
Knowledge acquisition (Expert systems)
Machine learning
title A proposal guided knowledge acquisition support system
title_auth A proposal guided knowledge acquisition support system
title_exact_search A proposal guided knowledge acquisition support system
title_full A proposal guided knowledge acquisition support system by H. Taki & S. Terasaki
title_fullStr A proposal guided knowledge acquisition support system by H. Taki & S. Terasaki
title_full_unstemmed A proposal guided knowledge acquisition support system by H. Taki & S. Terasaki
title_short A proposal guided knowledge acquisition support system
title_sort a proposal guided knowledge acquisition support system
topic Knowledge acquisition (Expert systems)
Machine learning
topic_facet Knowledge acquisition (Expert systems)
Machine learning
volume_link (DE-604)BV010923438
work_keys_str_mv AT takihirokazu aproposalguidedknowledgeacquisitionsupportsystem
AT terasakisatoshi aproposalguidedknowledgeacquisitionsupportsystem