Computational Interaction PDF
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OUPCORRECTEDPROOF – FINAL,22/12/2017,SPi computational interaction OUPCORRECTEDPROOF – FINAL,22/12/2017,SPi OUPCORRECTEDPROOF – FINAL,22/12/2017,SPi Computational Interaction Edited by ANTTI OULASVIRTA AssociateProfessor AaltoUniversity PER OLA KRISTENSSON UniversityReaderinInteractiveSystemsEngineering UniversityofCambridge XIAOJUN BI AssistantProfessor StonyBrookUniversity ANDREW HOWES ProfessorandHeadofSchoolattheSchoolofComputerScience UniversityofBirmingham 1 OUPCORRECTEDPROOF – FINAL,22/12/2017,SPi 3 GreatClarendonStreet,Oxford,OX26DP, UnitedKingdom OxfordUniversityPressisadepartmentoftheUniversityofOxford. ItfurtherstheUniversity’sobjectiveofexcellenceinresearch,scholarship, andeducationbypublishingworldwide.Oxfordisaregisteredtrademarkof OxfordUniversityPressintheUKandincertainothercountries ©OxfordUniversityPress2018 Themoralrightsoftheauthorshavebeenasserted FirstEditionpublishedin2018 Impression:1 Allrightsreserved.Nopartofthispublicationmaybereproduced,storedin aretrievalsystem,ortransmitted,inanyformorbyanymeans,withoutthe priorpermissioninwritingofOxfordUniversityPress,orasexpresslypermitted bylaw,bylicenceorundertermsagreedwiththeappropriatereprographics rightsorganization.Enquiriesconcerningreproductionoutsidethescopeofthe aboveshouldbesenttotheRightsDepartment,OxfordUniversityPress,atthe addressabove Youmustnotcirculatethisworkinanyotherform andyoumustimposethissameconditiononanyacquirer PublishedintheUnitedStatesofAmericabyOxfordUniversityPress 198MadisonAvenue,NewYork,NY10016,UnitedStatesofAmerica BritishLibraryCataloguinginPublicationData Dataavailable LibraryofCongressControlNumber:2017949954 ISBN978–0–19–879960–3(hbk.) ISBN978–0–19–879961–0(pbk.) Printedandboundby CPIGroup(UK)Ltd,Croydon,CR04YY LinkstothirdpartywebsitesareprovidedbyOxfordingoodfaithand forinformationonly.Oxforddisclaimsanyresponsibilityforthematerials containedinanythirdpartywebsitereferencedinthiswork. OUPCORRECTEDPROOF – FINAL,22/12/2017,SPi CONTENTS ListofContributors vii Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 XiaojunBi,AndrewHowes,PerOlaKristensson,AnttiOulasvirta,JohnWilliamson PART I INPUT AND INTERACTION TECHNIQUES 1. ControlTheory,Dynamics,andContinuousInteraction. . . . . . . . . . . 17 RoderickMurray-Smith 2. StatisticalLanguageProcessingforTextEntry. . . . . . . . . . . . . . . . . . . 43 PerOlaKristensson 3. InputRecognition. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65 OtmarHilliges PARTII DESIGN 4. CombinatorialOptimizationforUserInterfaceDesign . . . . . . . . . . . . 97 AnttiOulasvirta,AndreasKarrenbauer 5. SoftKeyboardPerformanceOptimization . . . . . . . . . . . . . . . . . . . . . . 121 XiaojunBi,BrianSmith,TomOuyang,ShuminZhai 6. ComputationalDesignwithCrowds . . . . . . . . . . . . . . . . . . . . . . . . . . 153 YukiKoyama,TakeoIgarashi PARTIII SYSTEMS 7. PracticalFormalMethodsinHuman–ComputerInteraction . . . . . . . 187 AlanDix 8. FromPrematureSemanticstoMatureInteractionProgramming . . . . 213 PaulCairns,HaroldThimbleby 9. PerformanceEvaluationofInteractiveSystemswithInteractive CooperativeObjectsModels . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 249 CéliaMartinie,PhilippePalanque,CamilleFayollas OUPCORRECTEDPROOF – FINAL,22/12/2017,SPi vi | contents PARTIV HUMAN BEHAVIOUR 10. InteractionasanEmergentPropertyofaPartiallyObservable MarkovDecisionProcess . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 287 AndrewHowes,XiuliChen,AdityaAcharya,RichardL.Lewis 11. EconomicModelsofInteraction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 311 LeifAzzopardi,GuidoZuccon 12. ComputationalModelsofUserMultitasking . . . . . . . . . . . . . . . . . . . . 341 DuncanP.Brumby,ChristianP.Janssen,TuomoKujala,DarioD.Salvucci 13. TheCentralRoleofCognitiveComputationsin Human-InformationInteraction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 363 Wai-TatFu,JessieChin,Q.VeraLiao 14. ComputationalModelofHumanRoutineBehaviours . . . . . . . . . . . . . 377 NikolaBanovic,JenniferMankoff,AnindK.Dey 15. ComputationalMethodsforSocio-ComputerInteraction. . . . . . . . . . 399 Wai-TatFu,MingkunGao,HyoJinDo Index 421 OUPCORRECTEDPROOF – FINAL,22/12/2017,SPi LIST OF CONTRIBUTORS AdityaAcharyaUniversityofBirmingham,UK LeifAzzopardiStrathclydeUniversity,UK NikolaBanovicCarnegieMellonUniversity,USA XiaojunBiStonyBrookUniversity,USA DuncanP.BrumbyUniversityCollegeLondon,UK PaulCairnsUniversityofYork,UK XiuliChenUniversityofBirmingham,UK JessieChinUniversityofIllinois,USA AnindK.DeyCarnegieMellonUniversity,USA AlanDixUniversityofBirmingham,UK HyoJinDoUniversityofIllinois,USA CamilleFayollasUniversitédeToulouse,France Wai-TatFuUniversityofIllinois,USA MingkunGaoUniversityofIllinois,USA OtmarHilligesAdvancedInteractiveTechnologiesLab,ETHZürich,Switzerland AndrewHowesUniversityofBirmingham,UK TakeoIgarashiUniversityofTokyo,Japan ChristianP.JanssenUtrechtUniversity,TheNetherlands AndreasKarrenbauerMax-Planck-InstitutfürInformatik,Germany OUPCORRECTEDPROOF – FINAL,22/12/2017,SPi viii | list of contributors YukiKoyamaNationalInstituteofAdvancedIndustrialScienceandTechnology,Japan PerOlaKristenssonUniversityofCambridge,UK TuomoKujalaUniversityofJyväskylä,Finland RichardL.LewisUniversityofMichigan,USA Q.VeraLiaoIBMThomasJ.WatsonResearchCenter,NewYork,USA JenniferMankoffCarnegieMellonUniversity,USA CéliaMartinieUniversitédeToulouse,France RoderickMurray-SmithUniversityofGlasgow,UK AnttiOulasvirtaAaltoUniversity,Finland TomOuyangGoogle,Inc.,USA PhilippePalanqueUniversitédeToulouse,France DarioD.SalvucciDrexelUniversity,USA BrianSmithColumbiaUniversity,USA HaroldThimblebySwanseaUniversity,UK JohnWilliamsonUniversityofGlasgow,UK ShuminZhaiGoogle,Inc.,USA GuidoZucconQueenslandUniversityofTechnology,Australia OUPCORRECTEDPROOF – FINAL,22/12/2017,SPi Introduction xiaojunbi, andrewhowes, per olakristensson, anttioulasvirta, johnwilliamson Thisbookisconcernedwiththedesignofinteractivetechnologyforhumanuse.Itpro- motesanapproach,calledcomputationalinteraction,thatfocusesontheuseofalgorithms andmathematicalmodelstoexplainandenhanceinteraction.Computationalinteraction involves,forexample,researchthatseekstoformallyrepresentadesignspaceinorderto understanditsstructureandidentifysolutionswithdesirableproperties.Itinvolvesbuilding evaluativemodelsthatcanestimatetheexpectedvalueofadesigneitherforadesigner,or forasystemthatcontinuouslyadaptsitsuserinterfaceaccordingly.Itinvolvesconstructing computationalmodelsthatcanpredict,explain,andevenshapeuserbehaviour. Whileinteractionmaybeapproachedfromauserorsystemperspective,allexamples ofcomputationalinteractionshareacommitmenttodefiningcomputationalmodelsthat gaininsightintothenatureandprocessesofinteractionitself.Thesemodelscanthenbe used to drive design and decision making. Here, computational interaction draws on a longtraditionofresearchonhumaninteractionwithtechnologyapplyinghumanfactors engineering(Fisher,1993;HollnagelandWoods,2005;SandersandMcCormick,1987; Wickens et al., 2015), cognitive modelling (Payne and Howes, 2013; Anderson, 2014; KierasandHornof,2017;Card,Newell,andMoran1983;GrayandBoehm-Davis,2000; Newell,1994;Kieras,Wood,andMeyer,1997;PirolliandCard,1999),artificialintelligence andmachinelearning(SuttonandBarto,1998;BrusilovskyandMillan,2007;Fisher,1993; Horvitzetal.,1998;Picard,1997;Shahriarietal.,2016),informationtheory(Fittsand Peterson,1964;Seow,2005;Zhai,2004),designoptimization(LightandAnderson,1993; Eisenstein, Vanderdonckt, and Puerta, 2001; Gajos and Weld, 2004; Zhai, Hunter and Smith, 2002), formal methods (Thimbleby, 2010; Dix, 1991; Harrison and Thimbleby, 1990;Navarreetal.,2009),andcontroltheory(Craik,1947;Kleinman,Baron,andLevison, 1970;JagacinskiandFlach,2003;SheridanandFerrell,1974). ComputationalInteraction.AnttiOulasvirta,PerOlaKristensson,XiaojunBi,AndrewHowes(Eds). ©OxfordUniversityPress2018.Published2018byOxfordUniversityPress.
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