A Short Introduction to Preferences
Title | A Short Introduction to Preferences PDF eBook |
Author | Francesca Rossi |
Publisher | Morgan & Claypool Publishers |
Pages | 105 |
Release | 2011 |
Genre | Business & Economics |
ISBN | 1608455866 |
Computational social choice is an expanding field that merges classical topics like economics and voting theory with more modern topics like artificial intelligence, multiagent systems, and computational complexity. This book provides a concise introduction to the main research lines in this field, covering aspects such as preference modelling, uncertainty reasoning, social choice, stable matching, and computational aspects of preference aggregation and manipulation. The book is centered around the notion of preference reasoning, both in the single-agent and the multi-agent setting. It presents the main approaches to modeling and reasoning with preferences, with particular attention to two popular and powerful formalisms, soft constraints and CP-nets. The authors consider preference elicitation and various forms of uncertainty in soft constraints. They review the most relevant results in voting, with special attention to computational social choice. Finally, the book considers preferences in matching problems. The book is intended for students and researchers who may be interested in an introduction to preference reasoning and multi-agent preference aggregation, and who want to know the basic notions and results in computational social choice. Table of Contents: Introduction / Preference Modeling and Reasoning / Uncertainty in Preference Reasoning / Aggregating Preferences / Stable Marriage Problems
The Construction of Preference
Title | The Construction of Preference PDF eBook |
Author | Sarah Lichtenstein |
Publisher | Cambridge University Press |
Pages | 709 |
Release | 2006-08-28 |
Genre | Psychology |
ISBN | 1139457780 |
One of the main themes that has emerged from behavioral decision research during the past three decades is the view that people's preferences are often constructed in the process of elicitation. This idea is derived from studies demonstrating that normatively equivalent methods of elicitation (e.g., choice and pricing) give rise to systematically different responses. These preference reversals violate the principle of procedure invariance that is fundamental to all theories of rational choice. If different elicitation procedures produce different orderings of options, how can preferences be defined and in what sense do they exist? This book shows not only the historical roots of preference construction but also the blossoming of the concept within psychology, law, marketing, philosophy, environmental policy, and economics. Decision making is now understood to be a highly contingent form of information processing, sensitive to task complexity, time pressure, response mode, framing, reference points, and other contextual factors.
Elicitation of Preferences
Title | Elicitation of Preferences PDF eBook |
Author | Baruch Fischhoff |
Publisher | Springer Science & Business Media |
Pages | 268 |
Release | 2013-03-14 |
Genre | Business & Economics |
ISBN | 9401714061 |
Economists and psychologists have, on the whole, exhibited sharply different perspectives on the elicitation of preferences. Economists, who have made preference the central primitive in their thinking about human behavior, have for the most part rejected elicitation and have instead sought to infer preferences from observations of choice behavior. Psychologists, who have tended to think of preference as a context-determined subjective construct, have embraced elicitation as their dominant approach to measurement. This volume, based on a symposium organized by Daniel McFadden at the University of California at Berkeley, provides a provocative and constructive engagement between economists and psychologists on the elicitation of preferences.
Preference and Information
Title | Preference and Information PDF eBook |
Author | Dan Egonsson |
Publisher | Ashgate Publishing, Ltd. |
Pages | 186 |
Release | 2007 |
Genre | Philosophy |
ISBN | 9780754657255 |
Standard preferentialist theories allege that a person's preferences and their satisfaction are the correct measure of well-being. In this book, Egonsson presents a critical analysis of the full-information account of the good, which claims that only the satisfaction of rational and fully informed preferences has value for a person.
Preference Change
Title | Preference Change PDF eBook |
Author | David Strohmaier |
Publisher | Cambridge University Press |
Pages | 166 |
Release | 2024-01-31 |
Genre | Philosophy |
ISBN | 1009192132 |
For most of its history, decision theory has investigated the rational choices of humans under the assumption of static preferences. Human preferences, however, change. In recent years, decision theory has increasingly acknowledged the reality of preference change throughout life. This Element provides an accessible introduction and new contributions to the debates on preference change. It is divided into three chapters. In the first chapter, the authors discuss what preference change is and whether we can integrate it into decision theory. In the second chapter, they present models of preference change, including a novel proposal of their own. In the third and final chapter, they discuss how we can rationally choose a course of action when our preferences might change. Both the transformative experience literature and recent work on choosing for changing selves are discussed.
Neuroscience of Preference and Choice
Title | Neuroscience of Preference and Choice PDF eBook |
Author | Raymond J. Dolan |
Publisher | Academic Press |
Pages | 357 |
Release | 2012 |
Genre | Business & Economics |
ISBN | 0123814316 |
One of the most pressing questions in neuroscience, psychology and economics today is how does the brain generate preferences and make choices? With a unique interdisciplinary approach, this volume is among the first to explore the cognitive and neural mechanisms mediating the generation of the preferences that guide choice. From preferences determining mundane purchases, to social preferences influencing mating choice, through to moral decisions, the authors adopt diverse approaches to answer the question. Chapters explore the instability of preferences and the common neural processes that occur across preferences. Edited by one of the world's most renowned cognitive neuroscientists, each chapter is authored by an expert in the field, with a host of international contributors. Emphasis on common process underlying preference generation makes material applicable to a variety of disciplines - neuroscience, psychology, economics, law, philosophy, etc. Offers specific focus on how preferences are generated to guide decision making, carefully examining one aspect of the broad field of neuroeconomics and complementing existing volumes Features outstanding, international scholarship, with chapters written by an expert in the topic area
The Stated Preference Approach to Environmental Valuation, Volumes I, II and III
Title | The Stated Preference Approach to Environmental Valuation, Volumes I, II and III PDF eBook |
Author | Richard T. Carson |
Publisher | Routledge |
Pages | 578 |
Release | 2018-12-20 |
Genre | Science |
ISBN | 1351881566 |
There is a truly enormous literature on using stated preference information to place a monetary value on environmental amenities. This three volume set provides the key papers for understanding the historical development of contingent valuation, its theoretical and statistical foundations, and the major controversies. It also contains representative papers covering all of the major application areas in environmental valuation.