2025年短文翻譯試題題庫及答案

一、單項(xiàng)選擇題（總共10題，每題2分）1.Theprocessofconvertingrawdataintomeaningfulinformationisknownas:A.DataminingB.DataanalysisC.DatatransformationD.DatavisualizationAnswer:B2.Whichofthefollowingisaprimarycomponentofadatabasemanagementsystem(DBMS)?A.DatamodelB.QuerylanguageC.DatabaseschemaD.AlloftheaboveAnswer:D3.Inthecontextofdatastructures,alinkedlististypicallyusedfor:A.RandomaccessB.SequentialaccessC.HierarchicalstorageD.GraphicalrepresentationAnswer:B4.Theterm"algorithm"refersto:A.AdatastructureB.AsetofrulesorproceduresC.AprogramminglanguageD.AsoftwareapplicationAnswer:B5.Whichofthefollowingisanexampleofanon-relationaldatabase?A.MySQLB.PostgreSQLC.MongoDBD.OracleAnswer:C6.Theprocessoforganizingdataintorelatedtablesisknownas:A.NormalizationB.DenormalizationC.DataaggregationD.DataindexingAnswer:A7.Inprogramming,a"variable"isusedto:A.StoredataB.PerformoperationsC.ControlprogramflowD.AlloftheaboveAnswer:A8.Theconceptof"encapsulation"inobject-orientedprogrammingrefersto:A.BundlingdataandmethodsB.InheritanceC.PolymorphismD.AbstractionAnswer:A9.A"hashtable"istypicallyusedfor:A.StoringlargedatasetsB.FastdataretrievalC.DatasortingD.DataencryptionAnswer:B10.Theprocessofbreakingdownaproblemintosmaller,manageablepartsisknownas:A.DecompositionB.AbstractionC.AggregationD.EncapsulationAnswer:A二、多項(xiàng)選擇題（總共10題，每題2分）1.Whichofthefollowingarecomponentsofarelationaldatabase?A.TablesB.RecordsC.FieldsD.RelationshipsAnswer:A,B,C,D2.Thefollowingarecommondatastructures:A.ArraysB.TreesC.GraphsD.LinkedlistsAnswer:A,B,C,D3.Inobject-orientedprogramming,thekeyconceptsinclude:A.ClassesB.ObjectsC.InheritanceD.PolymorphismAnswer:A,B,C,D4.Thefollowingaretypesofdatabasenormalizationforms:A.FirstNormalForm(1NF)B.SecondNormalForm(2NF)C.ThirdNormalForm(3NF)D.Boyce-CoddNormalForm(BCNF)Answer:A,B,C,D5.Thefollowingarecommondatabasequerylanguages:A.SQLB.NoSQLC.XPathD.XQueryAnswer:A,D6.Thefollowingareexamplesofnon-relationaldatabases:A.MongoDBB.CassandraC.RedisD.PostgreSQLAnswer:A,B,C7.Thefollowingarecommondataminingtechniques:A.ClassificationB.ClusteringC.RegressionD.AssociationrulelearningAnswer:A,B,C,D8.Thefollowingarecomponentsofadatabasemanagementsystem(DBMS):A.DatadictionaryB.QueryoptimizerC.TransactionmanagerD.DatastorageAnswer:A,B,C,D9.Thefollowingarecommondatavisualizationtools:A.TableauB.PowerBIC.MatplotlibD.D3.jsAnswer:A,B,C,D10.Thefollowingarecommonprogrammingparadigms:A.ProceduralB.Object-orientedC.FunctionalD.Logic-basedAnswer:A,B,C,D三、判斷題（總共10題，每題2分）1.Adatabaseisastructuredcollectionofdatathatisstoredandaccessedelectronically.Answer:True2.Datanormalizationistheprocessoforganizingdatatominimizeredundancyandimprovedataintegrity.Answer:True3.Alinkedlistisalineardatastructurethatallowsforefficientinsertionanddeletionofelements.Answer:True4.Analgorithmisastep-by-stepprocedureforsolvingaproblemorperformingatask.Answer:True5.Ahashtableusesahashfunctiontomapdatatospecificlocationsinmemory.Answer:True6.Encapsulationistheprocessofhidinginternaldetailsandexposingonlynecessaryfunctionalities.Answer:True7.Inheritanceisamechanisminobject-orientedprogrammingthatallowsaclasstoinheritpropertiesandmethodsfromanotherclass.Answer:True8.Adatabaseschemadefinesthestructureofadatabase,includingtables,columns,andrelationships.Answer:True9.Dataminingistheprocessofdiscoveringpatternsandinsightsfromlargedatasets.Answer:True10.Datavisualizationistheprocessofrepresentingdatagraphicallytofacilitateunderstandingandanalysis.Answer:True四、簡(jiǎn)答題（總共4題，每題5分）1.Explaintheconceptofdatanormalizationinadatabase.Answer:Datanormalizationistheprocessoforganizingdatatoreduceredundancyandimprovedataintegrity.Itinvolvesstructuringadatabaseinawaythatminimizesduplicationanddependencybydividinglargetablesintosmaller,moremanageableonesanddefiningrelationshipsbetweenthem.Themaingoalsofnormalizationaretoeliminateredundantdata,ensuredatadependenciesmakesense,andimprovedataintegrity.2.Describethepurposeofahashtableindatastructures.Answer:Ahashtableisadatastructurethatprovidesefficientinsertion,deletion,andretrievalofelements.Itusesahashfunctiontomapkeystospecificlocationsinanunderlyingarray.TheprimarypurposeofahashtableistoprovidefastaccesstodatabyreducingthetimecomplexityoftheseoperationstoO(1)onaverage.Hashtablesareparticularlyusefulforscenarioswherequicklookupsarerequired.3.Explaintheconceptofencapsulationinobject-orientedprogramming.Answer:Encapsulationisafundamentalconceptinobject-orientedprogrammingthatinvolvesbundlingdata(attributes)andmethods(functions)thatoperateonthedataintoasingleunitcalledaclass.Italsoinvolvesrestrictingdirectaccesstosomeofanobject'scomponents,whichisameansofpreventingaccidentalinterferenceandmisuseofthemethodsanddata.Thisistypicallyachievedusingaccessmodifierslikeprivate,protected,andpublic.4.Discusstheroleofadatabasequerylanguageinmanagingadatabase.Answer:Adatabasequerylanguageisadomain-specificlanguageusedinprogramminganddesignedformanagingandmanipulatingdataheldinadatabasemanagementsystem.Itallowsuserstoperformvariousoperationssuchasquerying,updating,inserting,anddeletingdata.SQL(StructuredQueryLanguage)isthemostcommonexample.Querylanguagesprovideastandardizedwaytointeractwithdatabases,makingiteasiertoretrieve,manage,andanalyzedataefficiently.五、討論題（總共4題，每題5分）1.Discusstheadvantagesanddisadvantagesofusingarelationaldatabaseversusanon-relationaldatabase.Answer:Relationaldatabases(RDBMS)arestructuredaroundtablesanduserelationshipstolinkdata.Advantagesincludestrongdataintegrity,supportforcomplexqueries,andmatureecosystem.Disadvantagesincludescalabilityissuesandlessflexibilitywithunstructureddata.Non-relationaldatabases(NoSQL)aredesignedtohandlelargevolumesofunstructuredorsemi-structureddata.Advantagesincludescalability,flexibility,andperformanceforspecificusecases.DisadvantagesincludepotentiallackofdataintegrityandlesssupportforcomplexqueriescomparedtoRDBMS.2.Explainhowdatastructuresandalgorithmsareinterrelatedanddiscusstheirimportanceincomputerscience.Answer:Datastructuresandalgorithmsareinterrelatedasalgorithmsareoftendesignedtooperateonspecificdatastructures.Datastructuresprovidethemeanstostoreandorganizedataefficiently,whilealgorithmsprovidethemethodstomanipulateandprocessthisdata.Thechoiceofdatastructurecansignificantlyimpacttheperformanceofanalgorithm.Theirimportanceincomputerscienceliesintheirabilitytooptimizetheuseofresources,improveefficiency,andsolvecomplexproblems.Understandingtheseconceptsiscrucialfordevelopingefficientandscalablesoftwaresolutions.3.Discusstheroleofdatamininginmoderndata-drivendecision-makingprocesses.Answer:Dataminingplaysacrucialroleinmoderndata-drivendecision-makingprocessesbyextractingvaluableinsightsandpatternsfromlargedatasets.Ithelpsorganizationsmakeinformeddecisionsbyidentifyingtrends,predictingoutcomes,andunderstandingcustomerbehavior.Techniquessuchasclassification,clustering,andregressionareusedtoanalyzedataandgenerateactionableinsights.Dataminingisessentialinvariousfields,in