Literature DB >> 12903653

Abstraction and reformulation in artificial intelligence.

Robert C Holte1, Berthe Y Choueiry.   

Abstract

This paper contributes in two ways to the aims of this special issue on abstraction. The first is to show that there are compelling reasons motivating the use of abstraction in the purely computational realm of artificial intelligence. The second is to contribute to the overall discussion of the nature of abstraction by providing examples of the abstraction processes currently used in artificial intelligence. Although each type of abstraction is specific to a somewhat narrow context, it is hoped that collectively they illustrate the richness and variety of abstraction in its fullest sense.

Mesh:

Year:  2003        PMID: 12903653      PMCID: PMC1693218          DOI: 10.1098/rstb.2003.1317

Source DB:  PubMed          Journal:  Philos Trans R Soc Lond B Biol Sci        ISSN: 0962-8436            Impact factor:   6.237


  2 in total

1.  A grounded theory of abstraction in artificial intelligence.

Authors:  Jean-Daniel Zucker
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2003-07-29       Impact factor: 6.237

2.  A chess-playing machine.

Authors:  C E SHANNON
Journal:  Sci Am       Date:  1950-02       Impact factor: 2.142

  2 in total
  2 in total

1.  A grounded theory of abstraction in artificial intelligence.

Authors:  Jean-Daniel Zucker
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2003-07-29       Impact factor: 6.237

2.  A Generalized Information-Theoretic Framework for the Emergence of Hierarchical Abstractions in Resource-Limited Systems.

Authors:  Daniel T Larsson; Dipankar Maity; Panagiotis Tsiotras
Journal:  Entropy (Basel)       Date:  2022-06-09       Impact factor: 2.738

  2 in total

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