Title
Re-representation in a Logic-Based Model for Analogy Making
Abstract
Analogical reasoning plays an important role for cognitively demanding tasks. A major challenge in computing analogies concerns the problem of adapting the representation of the domains in a way that the analogous structures become obvious, i.e. finding and, in certain circumstances, generating appropriate representations that allow for computing an analogical relation. We propose to resolve this re-representation problem of analogy making in a logical framework based on the anti-unification of logical theories. The approach is exemplified using examples from qualitative reasoning (naive physics) and mathematics.
Year
DOI
Venue
2008
10.1007/978-3-540-89378-3_4
Australasian Conference on Artificial Intelligence
Keywords
Field
DocType
qualitative reasoning,logic-based model,logical theory,appropriate representation,analogous structure,logical framework,certain circumstance,re-representation problem,analogies concern,analogical relation,analogical reasoning
Logical reasoning,Deductive reasoning,Artificial intelligence,Opportunistic reasoning,Analogy,Case-based reasoning,Reasoning system,Logical framework,Mathematics,Qualitative reasoning
Conference
Volume
ISSN
Citations 
5360
0302-9743
2
PageRank 
References 
Authors
0.38
4
4
Name
Order
Citations
PageRank
Ulf Krumnack18713.03
Helmar Gust214322.86
Kai-uwe Kühnberger321128.67
Angela Schwering431931.11