書誌事項
- タイトル別名
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- On Skill Acquisition Support by Analogical Rule Abduction
抄録
In this paper, we report our attempt to realize analogical abduction as an extension of our work on meta level abductive framework for rule abduction and predicate invention. In our previous work, we gave a set of axioms to state the object level causalities in terms of first-order-logic (FOL) clauses, which represent direct and indirect causalities by transitive rules. Here we extend our formalism of the meta level abductive reasoning by adding rules to conduct analogical inference. We apply our analogical abduction method to the problem of explaining the difficult cello playing techniques of spiccato, rapid cross strings of the bow movement and one-bow staccato. Our method constructs persuasive analogical explanations about how to play them. We use a model of forced vibration mechanics as the base world for spiccato, the specification of the skeletal structure of the hand as the basis for the cross string bowing technique and behavioral similarity for one-bow staccato, respectively. These experimental studies suggest effectiveness of our approach to realize skill acquisition support by giving persuasive explanations of knacks provided by experts through analogical abduction.
収録刊行物
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- 人工知能学会論文誌
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人工知能学会論文誌 29 (1), 188-193, 2014
一般社団法人 人工知能学会
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詳細情報 詳細情報について
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- CRID
- 1390282680085219456
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- NII論文ID
- 130003382433
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- BIBCODE
- 2014TJSAI..29..188K
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- ISSN
- 13468030
- 13460714
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- 本文言語コード
- ja
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- データソース種別
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- JaLC
- Crossref
- CiNii Articles
- KAKEN
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- 抄録ライセンスフラグ
- 使用不可