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Towards analogy-based decision - A proposal

Billingsley, Richard and Prade, Henri and Richard, Gilles and Williams, Mary-Anne Towards analogy-based decision - A proposal. (2017) In: International conference on Flexible Query Answering Systems (FQAS 2017), 21 June 2017 - 22 June 2017 (London, United Kingdom).

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Official URL: https://doi.org/10.1007/978-3-319-59692-1_3

Abstract

This short paper outlines an analogy-based decision method. It takes advantage of analogical proportions between situations, i.e., a is to b as c is to d, for proposing plausibly good decisions that may be appropriate for a new situation at hand. It goes beyond case-based decision where the idea of graded similarity may hide some small but crucial differences between situations. The method relies on triples of known cases rather than on individual cases for making a prediction on the appropriateness of a potential decision, or for proposing a way of adapting a decision according to situations. The approach may be of interest in a variety of problems ranging from flexible querying systems to cooperative artificial agents.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in volume 10333 of Lecture Notes in Computer Science ISSN : 0302-9743 ISBN 978-3-319-59691-4 The original PDF is available at: https://link.springer.com/chapter/10.1007%2F978-3-319-59692-1_3
HAL Id:hal-02456776
Audience (conference):National conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > University of Technology, Sydney - UTS (AUSTRALIA)
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Deposited On:23 Jan 2020 15:14

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