Computational approaches to analogical reasoning: current trends:
Gespeichert in:
Weitere Verfasser: | |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Berlin [u.a.]
Springer
2014
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Schriftenreihe: | Studies in computational intelligence
548 |
Schlagworte: | |
Online-Zugang: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
Beschreibung: | 1 Online-Ressource |
ISBN: | 9783642545160 |
DOI: | 10.1007/978-3-642-54516-0 |
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Datensatz im Suchindex
DE-BY-FWS_katkey | 1015411 |
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adam_text | COMPUTATIONAL APPROACHES TO ANALOGICAL REASONING: CURRENT TRENDS
/
: 2014
TABLE OF CONTENTS / INHALTSVERZEICHNIS
PART I ANALOGY IN ACTION
PART II MODELING ANALOGY
PART III FROM COGNITION TO COMPUTATIONAL EXPERIMENTS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
COMPUTATIONAL APPROACHES TO ANALOGICAL REASONING: CURRENT TRENDS
/
: 2014
ABSTRACT / INHALTSTEXT
ANALOGICAL REASONING IS KNOWN AS A POWERFUL MODE FOR DRAWING PLAUSIBLE
CONCLUSIONS AND SOLVING PROBLEMS. IT HAS BEEN THE TOPIC OF A HUGE NUMBER
OF WORKS BY PHILOSOPHERS, ANTHROPOLOGISTS, LINGUISTS, PSYCHOLOGISTS, AND
COMPUTER SCIENTISTS. AS SUCH, IT HAS BEEN EARLY STUDIED IN ARTIFICIAL
INTELLIGENCE, WITH A PARTICULAR RENEWAL OF INTEREST IN THE LAST DECADE.
THE PRESENT VOLUME PROVIDES A STRUCTURED VIEW OF CURRENT RESEARCH TRENDS
ON COMPUTATIONAL APPROACHES TO ANALOGICAL REASONING. IT STARTS WITH AN
OVERVIEW OF THE FIELD, WITH AN EXTENSIVE BIBLIOGRAPHY. THE 14 COLLECTED
CONTRIBUTIONS COVER A LARGE SCOPE OF ISSUES. FIRST, THE USE OF
ANALOGICAL PROPORTIONS AND ANALOGIES IS EXPLAINED AND DISCUSSED IN
VARIOUS NATURAL LANGUAGE PROCESSING PROBLEMS, AS WELL AS IN AUTOMATED
DEDUCTION. THEN, DIFFERENT FORMAL FRAMEWORKS FOR HANDLING ANALOGIES ARE
PRESENTED, DEALING WITH CASE-BASED REASONING, HEURISTIC-DRIVEN THEORY
PROJECTION, COMMONSENSE REASONING ABOUT INCOMPLETE RULE BASES, LOGICAL
PROPORTIONS INDUCED BY SIMILARITY AND DISSIMILARITY INDICATORS, AND
ANALOGICAL PROPORTIONS IN LATTICE STRUCTURES. LASTLY, THE VOLUME REPORTS
CASE STUDIES AND DISCUSSIONS ABOUT THE USE OF SIMILARITY JUDGMENTS AND
THE PROCESS OF ANALOGY MAKING, AT WORK IN IQ TESTS, CREATIVITY OR OTHER
COGNITIVE TASKS. THIS VOLUME GATHERS FULLY REVISED AND EXPANDED VERSIONS
OF PAPERS PRESENTED AT AN INTERNATIONAL WORKSHOP‚ AS WELL AS INVITED
CONTRIBUTIONS. ALL CHAPTERS HAVE BENEFITED OF A THOROUGH PEER REVIEW
PROCESS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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spellingShingle | Computational approaches to analogical reasoning: current trends Studies in computational intelligence Ingenieurwissenschaften Künstliche Intelligenz Artificial intelligence Engineering Analogieschluss (DE-588)4139982-1 gnd |
subject_GND | (DE-588)4139982-1 (DE-588)1071861417 |
title | Computational approaches to analogical reasoning: current trends |
title_auth | Computational approaches to analogical reasoning: current trends |
title_exact_search | Computational approaches to analogical reasoning: current trends |
title_full | Computational approaches to analogical reasoning: current trends Henri Prade ..., eds. |
title_fullStr | Computational approaches to analogical reasoning: current trends Henri Prade ..., eds. |
title_full_unstemmed | Computational approaches to analogical reasoning: current trends Henri Prade ..., eds. |
title_short | Computational approaches to analogical reasoning: current trends |
title_sort | computational approaches to analogical reasoning current trends |
topic | Ingenieurwissenschaften Künstliche Intelligenz Artificial intelligence Engineering Analogieschluss (DE-588)4139982-1 gnd |
topic_facet | Ingenieurwissenschaften Künstliche Intelligenz Artificial intelligence Engineering Analogieschluss Konferenzschrift 2012 Montpellier |
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