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1、SeriesISSN:1939-4608SeriesISSN:1939-4608ROSSI•VENABLE•WALSHROSSI•VENABLE•WALSHSSYNTHESISYNTHESISLLECTURESECTURESONONAARTIFICIALRTIFICIAL&&MMCCMorganClaypoolPublishersMorganClaypoolPublishers&&IINTELLIGENCENTELLIGENCEANDANDMMACHINEACHINELLEARNINGEARNINGSeriesEdito
2、rs:SeriesEditors:RonaldJ.Brachman,RonaldJ.Brachman,Yahoo!Research,Yahoo!Research,WilliamCohen,WilliamCohen,CarnegieMellonUniversity,CarnegieMellonUniversity,AShortIntroductionAShortIntroductionandThomasG.Dietterich,andThomasG.Dietterich,OregonStateUniversityOrego
3、nStateUniversitytoPreferencestoPreferencesAShortIntroductiontoPreferencesAShortIntroductiontoPreferencesBBeettwweeeennAArrttiiffiicciiaallIInntteelllliiggeenncceeaannddSSoocciiaallCChhooiicceeBBeettwweeeennAArrttiiffiicciiaallIInntteelllliiggeenncceeFrancescaRoss
4、i,FrancescaRossi,UniversityofPadovaUniversityofPadovaKristenBrentVenable,KristenBrentVenable,UniversityofPadovaUniversityofPadovaandSocialChoiceandSocialChoiceASHORTINTRODUCTIONTOPREFERENCESASHORTINTRODUCTIONTOPREFERENCESTobyWalsh,TobyWalsh,NICTAandUniversityofNe
5、wSouthWalesNICTAandUniversityofNewSouthWalesComputationalsocialchoiceisanexpandingfieldthatComputationalsocialchoiceisanexpandingfieldthatmergesclassicaltopicslikeeconomicsandmergesclassicaltopicslikeeconomicsandvotingtheorywithmoremoderntopicslikeartificialintelli
6、gence,multiagentsystems,andcomputationalvotingtheorywithmoremoderntopicslikeartificialintelligence,multiagentsystems,andcomputationalcomplexity.Thisbookprovidesaconciseintroductiontothemainresearchlinesinthisfield,coveringcomplexity.Thisbookprovidesaconciseintrodu
7、ctiontothemainresearchlinesinthisfield,coveringaspectssuchaspreferencemodelling,uncertaintyaspectssuchaspreferencemodelling,uncertaintyreasoning,socialchoice,stablematching,andreasoning,socialchoice,stablematching,andcomputationalaspectsofpreferenceaggregationandm
8、anipulation.computationalaspectsofpreferenceaggregationandmanipulation.FrancescaRossiFrancescaRossiThebookiscenteredaroundthenotionofpreferencereasoning,bothin