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BTE 210 Exam 2 (Professor M.L. ESPINOSA)/exam study guide/questions and answers/correct/verified A+/latest updates fall 2024
BTE 210 Exam 2 (Professor M.L. ESPINOSA)/exam study guide/questions and answers/correct/verified A+/latest updates fall 2024
artificial intelligence (AI) - correct an...
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BTE 210 Exam 2 (Professor M.L. ESPINO
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SA)/exam study guide/questions and an
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swers/correct/verified A+/latest updates ow ow ow
fall 2024
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artificialowintelligenceow(AI)ow-owcorrectowanswers-
SubfieldowofowComputerowScienceowthatowstudiesowtheowthoughtowprocessesowofowhumansowandowrecreatesowthe
oweffectsowofowthoseowprocessesowviaowmachines,owsuchowasowcomputersowandowrobots.
Behaviorowbyowaowmachineowthat,owifowperformedowbyowaowhumanowbeing,owwouldowbeowconsideredowintelligent.
TuringowTestow-owcorrectowanswers-
AowtestowproposedowbyowAlanowTuringowinowwhichowaowmachineowwouldowbeowjudgedow"intelligent"owifowtheowsoft
wareowcouldowuseowconversationowtoowfoolowaowhumanowintoowthinkingowitowwasowtalkingowwithowaowpersonowinste
adowofowaowmachine.
AlanowTuringow-owcorrectowanswers-BritishowAIowpioneer
TheowImitationowGameow(2014)
HowowAIowworksow-owcorrectowanswers-1.owCreatesowperspectives
2.owUnderstandsowlanguageowandowitsownuancesow
3.owLearnsowfromowexperience
4.owUsesowtheowlearningowtoowreason
5.owSolvesowcomplexowproblems
6.owRecognizesowimages
EvolutionowofowAIow-owcorrectowanswers-1950-1970:owAIowasowaowconcept,ownoowrealowapplication
1980-2000:owMilitaryowandowacademiaowbeginowtoowshowowinterestowinowAI
2005owonwards:owlargeowtechowcompaniesowinvestowinowcommercialowapplicationsowofowAI/machineowlearningow
(ML)
ArtificialowIntelligenceowIncludes:ow-owcorrectowanswers-NeuralowNetworks
Planning
,Robotics
MachineowLearning
NaturalowLanguageowProcessing
Perception
Knowledge
CognitiveowSystem
ComponentsowofowExpertowSystemow-owcorrectowanswers-1.owKnowledgeowBase
2.owInferenceowEngine
3.owUserowInterface
KnowledgeowBaseow-owcorrectowanswers-Facts:owsuchowasowtheowproblemowsituation.
Rules:owdirectowtheowuseowofowknowledgeowtoowsolveowspecificowproblemsowinowaowparticularowdomain.
Knowledgeowbaseowneedsowcomputerowlanguageowtoowstoreowinformationow/owexpertise
InferenceowEngineow-owcorrectowanswers-
aowcomputerowprogramowthatowprovidesowaowmethodologyowforowreasoningowandowformulatingowconclusions.
UserowInterfaceow-owcorrectowanswers-
dialogueowbetweenowtheowuserowandowtheowcomputerowtriggersowtheowinferenceowengineowtoowmatchowtheowpro
blemowsymptomsowwithowtheowknowledgeowcontainedowinowtheowknowledgeowbaseowandowthenowgenerateowadvi
ce.
BenefitsowofowExpertowSystemsow-owcorrectowanswers-
1.owIncreasedowoutputowandowproductivity:owESsowcanowconfigureowcomponentsowforoweachowcustomoworder,owin
creasingowproductionowcapabilities.
2.owIncreasedowquality:owESsowcanowprovideowconsistentowadviceowandowreduceowerrorowrates.
3.owCaptureowandowdisseminationowofowscarceowexpertise:owExpertiseowfromowanywhereowinowtheowworldowcanowb
eowobtainedowandowused.
4.owOperationowinowhazardousowenvironments:owSensorsowcanowcollectowinformationowthatowanowESowinterprets,o
wenablingowhumanowworkersowtoowavoidowhot,owhumid,oworowtoxicowenvironments.
, 5.owAccessibilityowtoowknowledgeowandowhelpowdesks:owESsowcanowincreaseowtheowproductivityowofowhelpowdeskow
employees,oworowevenowautomateowthisowfunction.
6.owReliability:owESsowdoownotowbecomeowtiredoworowbored,owcallowinowsick,oworowgoowonowstrike.owTheyowconsistent
lyowpayowattentionowtoowdetails.
7.owAbilityowtoowworkowwithowincompleteoworowuncertainowinformation:owEvenowwithowanowanswerowofow"don'towk
now,"owanowESowcanowproduceowanowanswer,owalthoughowitowmayownotowbeowaowdefiniteowone.
8.owProvisionowofowtraining:owTheowexplanationowfacilityowofowanowESowcanowserveowasowaowteachingowdeviceowando
waowknowledgeowbaseowforownovices.
9.owEnhancementowofowdecision-makingowandowproblem-
solvingowcapabilities:owESsowallowowtheowintegrationowofowexpertowjudgmentowintoowanalysisow(e.g.,owdiagnosisow
ofowmachineowmalfunctionowandowevenowmedicalowdiagnosis).
10.owDecreasedowdecision-
makingowtime:owESsowusuallyowcanowmakeowfasterowdecisionsowthanowhumansowworkingowalone.
11.owReducedowdowntime:owESsowcanowquicklyowdiagnoseowmachineowmalfunctionsowandowprescribeowrepairs.
DifficultiesowofowUsingowExpertowSystemsow-owcorrectowanswers-
1.owTransferringowdomainowexpertiseowfromowhumanowexpertsowtoowtheowexpertowsystemowcanowbeowdifficultowbe
causeowpeopleowcannotowalwaysowexplainowwhatowtheyowknow
2.owEvenowifowtheowdomainowexpertsowcanowexplainowtheirowentireowreasoningowprocess,owautomatingowthatowpro
cessowmayownotowbeowpossible
3.owInowsomeowcontexts,owthereowisowaowpotentialowliabilityowfromowtheowuseowofowexpertowsystems.
KnowledgeowAcquisitionow-owcorrectowanswers-
Knowledgeowisowacquiredowfromowdomainowexpertsoworowfromowdocumentedowsources.
KnowledgeowRepresentationow-owcorrectowanswers-
Acquiredowknowledgeowisoworganizedowasowrulesoworowframesow(object-
oriented)owandowstoredowelectronicallyowinowaowknowledgeowbase.