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Refinements of Restricted Higher-Order Anti-Unification for Heuristic-Driven Theory Projection

  • Martin Schmidt
  • Helmar Gust
  • Kai-Uwe Kühnberger
  • Ulf Krumnack
Part of the Lecture Notes in Computer Science book series (LNCS, volume 7006)

Abstract

Empirical research supports the belief that structural commonalities between two domains are the main guidance for the construction of analogies. Restricted higher-order anti-unification has been shown suitable to find structural commonalties and generate mappings between domains in the symbolic analogy model Heuristic-Driven Theory Projection (HDTP). This paper will describe how to enforce and integrate restrictions on mappings between symbols from a many-to-many up to a one-to-one symbol correspondence. We will also discuss how sorts together with sortal ontologies can be incorporated into anti-unification within HDTP and thereby restrict possible mappings between domains.

Keywords

General Generalization Term Structure Basic Substitution Target Domain Analogical Reasoning 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2011

Authors and Affiliations

  • Martin Schmidt
    • 1
  • Helmar Gust
    • 1
  • Kai-Uwe Kühnberger
    • 1
  • Ulf Krumnack
    • 1
  1. 1.Institute of Cognitive ScienceUniversity of OsnabrückOsnabrückGermany

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