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Titel: Analogical Reasoning with Typical Examples
VerfasserIn: Kerber, Manfred
Melis, Erica
Siekmann, Jörg H.
Sprache: Englisch
Erscheinungsjahr: 1992
Erscheinungsort: Kaiserslautern
Freie Schlagwörter: typical examples
analogy
case-based reasoning
concept representation
DDC-Sachgruppe: 004 Informatik
Dokumenttyp: Forschungsbericht (Report zu Forschungsprojekten)
Abstract: Typical examples, that is, examples that are representative for a particular situation or concept, play an important rôle in human knowledge representation and reasoning. In real life situations more often than not, instead of a lengthy abstract characterization, a typical example is used to describe the situation. This well-known observation has been the motivation for various investigations in experimental psychology, which also motivate our formal characterization of typical examples, based on a partial order for their typicality. Reasoning by typical examples is then developed as a special case of analogical reasoning using the semantic information contained in the corresponding concept structures. We derive new inference rules by replacing the explicit information about connections and similarity, which are normally used to formalize analogical inference rules, by information about the relationship to typical examples. Using these inference rules analogical reasoning proceeds by checking a related typical example, this is a form of reasoning based on semantic information from cases.
Link zu diesem Datensatz: urn:nbn:de:bsz:291--ds-408648
hdl:20.500.11880/37644
http://dx.doi.org/10.22028/D291-40864
Schriftenreihe: SEKI-Report / Deutsches Forschungszentrum für Künstliche Intelligenz, DFKI [ISSN 1437-4447]
Band: 92,13
Datum des Eintrags: 16-Mai-2024
Fakultät: SE - Sonstige Einrichtungen
Fachrichtung: SE - DFKI Deutsches Forschungszentrum für Künstliche Intelligenz
Professur: SE - Sonstige
Sammlung:SciDok - Der Wissenschaftsserver der Universität des Saarlandes

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