Artificial Dreams

Artificial Dreams
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作者:
2008-04
版次: 1
ISBN: 9780521703390
定价: 337.20
装帧: 平装
开本: 16开
纸张: 胶版纸
页数: 238页
正文语种: 英语
  • ThisbookisacritiqueofArtificialIntelligence(AI)fromtheperspectiveofcognitivescience–itseekstoexaminewhatwehavelearnedabouthumancognitionfromAIsuccessesandfailures.Thebook'sgoalistoseparatethose'AIdreams'thateitherhavebeenorcouldberealizedfromthosethatareconstructedthroughdiscourseandareunrealizable.AIresearchhasadvancedmanyareasthatareintellectuallycompellingandholdsgreatpromiseforadvancesinscience,engineering,andpracticalsystems.Afterthe1980s,however,thefieldhasoftenstruggledtodeliverwidelyonthesepromises.ThisbookbreaksnewgroundbyanalyzinghowsomeofthedrivingdreamsofpeoplepracticingAIresearchbecomevaluedcontributions,whileothersdevolveintounrealizedandunrealizableprojects. H.R.EkbiaisassociateprofessorofinformationscienceandcognitivescienceatIndianaUniversity,whereheisalsoaffiliatedwiththeSchoolofInformatics.Initiallytrainedasanengineer,Ekbiaswitchedhisfocustostudycognitivescienceinordertopursuealifelonginterestintheworkingsofthehumanmind.TogetadeeperunderstandingofthequestionsthatAIresearchandwritingposedbuthastilytackled,Ekbiainturnbegantofocusonthephilosophyofscienceandsciencestudies,throughwhichhediscoverednovelwaysofthinkingaboutscience,technology,andthehumanmind.ThisbroadintellectualbackgroundiswellreflectedinEkbia'swritings,whichrangeoveradiversesetoftopicsonthehumanmind,machines,andthemediatedinteractionsbetweenthetwo.Ekbiahastaughtextensivelyintheareasofcomputerscience,informationscience,andcognitivescience.Hecurrentlyteacheshuman-computerinteractionandsocialinformaticsattheSchoolofLibraryandInformationScienceatIndianaUniversity. 1. The origins of AI

    2. Supercomputing AI

    3. Cybernetic AI

    4. Knowledge-intensive AI

    5. Case-based AI

    6. Connectionist AI

    7. Dynamical AI

    8. Neo-robotic AI

    9. Analogical AI
  • 内容简介:
    ThisbookisacritiqueofArtificialIntelligence(AI)fromtheperspectiveofcognitivescience–itseekstoexaminewhatwehavelearnedabouthumancognitionfromAIsuccessesandfailures.Thebook'sgoalistoseparatethose'AIdreams'thateitherhavebeenorcouldberealizedfromthosethatareconstructedthroughdiscourseandareunrealizable.AIresearchhasadvancedmanyareasthatareintellectuallycompellingandholdsgreatpromiseforadvancesinscience,engineering,andpracticalsystems.Afterthe1980s,however,thefieldhasoftenstruggledtodeliverwidelyonthesepromises.ThisbookbreaksnewgroundbyanalyzinghowsomeofthedrivingdreamsofpeoplepracticingAIresearchbecomevaluedcontributions,whileothersdevolveintounrealizedandunrealizableprojects.
  • 作者简介:
    H.R.EkbiaisassociateprofessorofinformationscienceandcognitivescienceatIndianaUniversity,whereheisalsoaffiliatedwiththeSchoolofInformatics.Initiallytrainedasanengineer,Ekbiaswitchedhisfocustostudycognitivescienceinordertopursuealifelonginterestintheworkingsofthehumanmind.TogetadeeperunderstandingofthequestionsthatAIresearchandwritingposedbuthastilytackled,Ekbiainturnbegantofocusonthephilosophyofscienceandsciencestudies,throughwhichhediscoverednovelwaysofthinkingaboutscience,technology,andthehumanmind.ThisbroadintellectualbackgroundiswellreflectedinEkbia'swritings,whichrangeoveradiversesetoftopicsonthehumanmind,machines,andthemediatedinteractionsbetweenthetwo.Ekbiahastaughtextensivelyintheareasofcomputerscience,informationscience,andcognitivescience.Hecurrentlyteacheshuman-computerinteractionandsocialinformaticsattheSchoolofLibraryandInformationScienceatIndianaUniversity.
  • 目录:
    1. The origins of AI

    2. Supercomputing AI

    3. Cybernetic AI

    4. Knowledge-intensive AI

    5. Case-based AI

    6. Connectionist AI

    7. Dynamical AI

    8. Neo-robotic AI

    9. Analogical AI
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