The effect of bi-criteria conflict on matching-elicited preferences
| Autor: | Stéphane Deparis, Caroline Huron, Meltem Öztürk, Vincent Mousseau |
|---|---|
| Přispěvatelé: | Laboratoire Génie Industriel - EA 2606 (LGI), CentraleSupélec, Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision (LAMSADE), Université Paris Dauphine-PSL, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS), Service NEUROSPIN (NEUROSPIN), Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay, Université Paris-Saclay-Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA) |
| Jazyk: | angličtina |
| Rok vydání: | 2015 |
| Předmět: |
Mathematical optimization
Matching (statistics) Information Systems and Management General Computer Science Judgement Behavioural decision analysis [INFO.INFO-RO]Computer Science [cs]/Operations Research [cs.RO] Management Science and Operations Research Blank Industrial and Manufacturing Engineering Task (project management) Consistency (database systems) Multicriteria decision Modeling and Simulation Multicriteria conflict Matching Preference elicitation Focus (optics) Value (mathematics) Mathematics |
| Zdroj: | European Journal of Operational Research European Journal of Operational Research, Elsevier, 2015, 242 (3), pp.951-959. ⟨10.1016/j.ejor.2014.11.001⟩ European Journal of Operational Research, 2015, 242 (3), pp.951-959. ⟨10.1016/j.ejor.2014.11.001⟩ |
| ISSN: | 0377-2217 1872-6860 |
| DOI: | 10.1016/j.ejor.2014.11.001⟩ |
| Popis: | International audience; We focus on multicriteria preference elicitation by matching. In this widely employed task, the decision maker (DM) is presented with two multicriteria options, a and b, and must assess the performance value on one criterion for b, left blank, so that she is indifferent between the two options. A reverse matching, which is normatively equivalent, can be created by integrating the answer to the description of b and letting the DM adjust a performance value on the previously totally specified option a. Such a procedure is called a bi-matching. Consistency requires that isopreferences resulting from the forward and backward matchings be identical, but they empirically differ in a systematic direction. In a matching task, multicriteria conflict refers to the magnitude of the advantage or disadvantage to be compensated. We investigate the effect of the multicriteria conflict, or trade-off size, on the difference of judgement between forward and backward matchings. We observed that the difference of judgement is increased both by multicriteria conflict and by asking deteriorating rather than improving judgements at both steps of the bi-matching. We derive some implications for the practice of preference elicitation. |
| Databáze: | OpenAIRE |
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