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008 220601s2011 sz | s |||| 0|eng d
020 _a9783031015564
024 7 _a10.1007/978-3-031-01556-4
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_dES-MaUEC
050 4 _aQ335
_b2011 EB
100 1 _aRossi, Francesca,
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9687852
_d1962-
245 1 2 _aA Short Introduction to Preferences :
_bBetween AI and Social Choice
_cby Francesca Rossi, Kristen Brent Venable, Toby Walsh
250 _a1st edition 2011
264 1 _aCham
_bSpringer International Publishing
_c2011
300 _a1 recurso en línea (X, 90 páginas)
336 _atexto
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
347 _aarchivo de texto
_bPDF
490 0 _aSynthesis Lectures on Artificial Intelligence and Machine Learning
_x1939-4616
505 0 _aIntroduction -- Preference Modeling and Reasoning -- Uncertainty in Preference Reasoning -- Aggregating Preferences -- Stable Marriage Problems.
520 _aComputational 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.
988 _aSynthesis Collection of Technology_2011
650 7 _2embne
_9669416
_aToma de decisiones
_xProceso de datos
650 7 _2embne
_aInteligencia artificial
_9413115
650 7 _2embne
_9141922
_aElección social
700 1 _aVenable, Kristen Brent
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9686150
700 1 _aWalsh, Toby
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9687853
776 0 8 _iPrinted edition:
_z9783031004285
776 0 8 _iPrinted edition:
_z9783031026843
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-031-01556-4
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
998 _b03/2023
_dz
_esc
_zSI