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Proteus: Visuospatial analogy in problem-solving
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DOI：10.1016/j.knosys.2008.03.035.png)
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摘要
En 中文
We hypothesize that visuospatial knowledge alone is sufficient for analogical transfer of problem-solving procedures. We developed a theory of visuospatial analogical problem-solving. Proteus, our implemented program. provides a content account, with vocabulary and data structures, and a process account, with methods and algorithms. Proteus addresses all major subtasks of analogy, and identifies a new subtask: dynamic mapping generation between the intermediate knowledge states in the source and the target, when a step in the transferred procedure creates a new object. Examining the limitations of use of visuospatial knowledge alone, we help identify the functional roles of non-visuospatial knowledge. (c) 2008 Elsevier B.V. All rights reserved.
Keyword:
Analogy
Visual reasoning
Problem-solving
Case-based reasoning
Diagrammatic reasoning
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期刊
K
IF:
7.6
论文数:
1.3W
被引数:
4.5W
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