Working with Preferences: Less Is More: Less Is More
β Scribed by Souhila Kaci (auth.)
- Publisher
- Springer-Verlag Berlin Heidelberg
- Year
- 2011
- Tongue
- English
- Leaves
- 219
- Series
- Cognitive Technologies
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
Preferences are useful in many real-life problems, guiding human decision making from early childhood up to complex professional and organizational decisions. In artificial intelligence specifically, preferences is a relatively new topic of relevance to nonmonotonic reasoning, multiagent systems, constraint satisfaction, decision making, social choice theory and decision-theoretic planning
The first part of this book deals with preference representation, with specific chapters dedicated to representation languages, nonmonotonic logics of preferences, conditional preference networks, positive and negative preferences, and the study of preferences in cognitive psychology. The second part of the book deals with reasoning with preferences, and includes chapters dedicated to preference-based argumentation, preferences database queries, and rank-ordering outcomes and intervals. The author concludes by examining forthcoming research perspectives.
This is inherently a multidisciplinary topic and this book will be of interest to computer scientists, economists, operations researchers, mathematicians, logicians, philosophers and psychologists.
β¦ Table of Contents
Front Matter....Pages i-xvi
Introduction....Pages 1-8
Front Matter....Pages 9-9
Preferences Modeling....Pages 11-17
Preference Representation Languages....Pages 19-85
Making Hidden Priorities Explicit....Pages 87-105
What Psychology Has to Say About Preferences....Pages 107-117
Front Matter....Pages 119-119
Preferences in Argumentation Theory....Pages 121-150
Preferences in Database Queries....Pages 151-172
Preferences Aggregation....Pages 173-193
Conclusion....Pages 195-199
Back Matter....Pages 201-202
β¦ Subjects
Artificial Intelligence (incl. Robotics); Operations Research/Decision Theory; Logic; Mathematical Logic and Formal Languages
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