Decision making and imperfection
<p>Decision making (DM) is ubiquitous in both natural and artificial systems. The decisions made often differ from those recommended by the axiomatically well-grounded normative Bayesian decision theory, in a large part due to limited cognitive and computational resources of decision makers (e...
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , , , , |
| التنسيق: | Livre numérique |
| اللغة: | Anglais |
| منشور في: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| الطبعة: | 1st ed. 2013. |
| سلاسل: | Studies in Computational Intelligence
474 |
| الوصول للمادة أونلاين: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| ملاحظة: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Decision Making and Imperfection, Texte imprimé, 9783642364051 • Decision Making and Imperfection, Texte imprimé, 9783642446382 • Decision Making and Imperfection, Texte imprimé, 9783642364075 • Decision Making and Imperfection, Texte imprimé, 9783642364051 |
| الملخص: | <p>Decision making (DM) is ubiquitous in both natural and artificial systems. The decisions made often differ from those recommended by the axiomatically well-grounded normative Bayesian decision theory, in a large part due to limited cognitive and computational resources of decision makers (either artificial units or humans). This state of a airs is often described by saying that decision makers are imperfect and exhibit bounded rationality. The neglected influence of emotional state and personality traits is an additional reason why normative theory fails to model human DM process.</p><p> </p><p>The book is a joint effort of the top researchers from different disciplines to identify sources of imperfection and ways how to decrease discrepancies between the prescriptive theory and real-life DM. The contributions consider:</p><p> </p><p>· how a crowd of imperfect decision makers outperforms experts' decisions;</p><p> </p><p>· how to decrease decision makers' imperfection by reducing knowledge available;</p><p> </p><p>· how to decrease imperfection via automated elicitation of DM preferences;</p><p> </p><p>· a human's limited willingness to master the available decision-support tools as an additional source of imperfection; </p><p><p> </p><p>· how the decision maker's emotional state influences the rationality; a DM support of edutainment robot based on its system of values and respecting emotions.</p><p> </p><p>The book will appeal to anyone interested in the challenging topic of DM theory and its applications.</p><p>.</p> |
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| وصف المادة: | Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| ردمك: | 9783642364068 |
| تدمد: | 1860-9503 |
| وصول: | Accès en ligne pour les établissements français bénéficiaires des licences nationales Accès soumis à abonnement pour tout autre établissement Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 |