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Rational and affective linking across conceptual cases — without rules

Mann, G.A. (1997) Rational and affective linking across conceptual cases — without rules. Lecture Notes in Computer Science, 1257 . pp. 460-473.

Link to Published Version: http://dx.doi.org/10.1007/BFb0027891
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Abstract

Human reasoning across experiential cases in episodic memory seems quite different from conventional artificial reasoning with conceptual representations by systematically manipulating them according to logical rules. One difference is that in humans linkages between particular experiences can apparently be made in a number of qualitatively different ways, forming recollective chains along different dimensions. For example, watching one movie may recall another which had a similar ending, cinematography, or common actors. It may also recall an otherwise unrelated movie which produced the same emotional impact. These linkages do not appear to be economically or simply described by rules. Yet case-based reasoning systems could benefit from sequential indexing of this kind. A conceptual-graph-based FGP (Fetch, Generalise, Project) machine using a small database of intellectual property law cases could enable such “memory-walks” to be computed without rules.

Publication Type: Journal Article
Publisher: Springer Berlin Heidelberg
Copyright: 1997 Springer Verlag
Other Information: Book title: Conceptual Structures: Fulfilling Peirce's Dream : Fifth International Conference on Conceptual Structures, ICCS'97 Seattle, Washington, USA, August 3–8, 1997 Proceedings
URI: http://researchrepository.murdoch.edu.au/id/eprint/31720
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