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&ualLearning
&uallearningasanacademicspecializatioablishedbyEleanibson.In1955shepublishedahighlyiiPsychologicalReview,“PerceptualLeario?”
,coauthoredbyherhusband,JamesJ.Gibsohuedthattherearetwoschperceptuallearning.Agtotheeschool,wereceivescarce,impoverishedinformationfromthee,whichmustbeaddedtoandenriched.Agtothedifferentiationschool,wereuatiohatwehavetodifferentiateorselesequeoperceiveamouofindthedifferearemostcritirelatioals.J.J.GibsonandGibson(1955)demolearningtokhing(inthesenseofbei)isamatterhowitdiffersfrs(i.e.,beiodistherespewhichitdiffersfrs).
TheecologicalapproachtoperceptuallearningedbyEleanibsonbelohedifferentiationsherbookwithAnneDicludedtheGestaltistsinthesamecamp,whereasthebehavioristsanditivistswerelistedutheories(E.J.Gibson&Dick,2000).
&odifferentiatemeansmakingfinerandfinerdisations.Thisdifferentiationamoutuinguishiicaldifferebeusedfdistins.Thesedistiuresaresimplydimensionsinwhigsvary,andtheybeusedfapartinstannohus,perceptuallearningamountstdis-tiuresorcritisionsofvariation.IfInolytheterminologyoftraoperceptuallearinSituationAthelearodiffereweeninstaninstauatioerssomethingthatiseitheraninstanoheextentthatthelearcorrectlydifferentiatianouationBasaresultofhavingpartiSituatiohereositiveimpaSituationAonSituationB.IfweagreewiththeGibsonianviewofperceptuallearning,thenperformauationBisafunofthedifferehinSituatiohediffereionsAandB.Eleanibson(1969)citedatraudycarriedoutbyVurpillotetal.(1966)inwhichitwasdemoperceptuallearninginvandtransferringdistihatseparateinstannoninstances(asopposedtandtransferriheinstanceshaveinon).
Thisistrue,oflyifthelearnersaregivenopportunitiesfsuchdisatioionfromPavlovisrelevahatreflexesthatwereedtoastimulusweregehersimilarstimuli(duetosameness).
&questionwas,then,howdifferentiationbelearned?Pavlovbelievedthatthereweretwooptions.Oherrepeatedlyreiioimulus,oronetrodureirastalongwiththereiioimulus.Hefoumethoddidnotwork.Therewasiohoughthestimuluseatedwithreihan1000times.Oherhand,evenasingleappli-ofurastcouldleadtorapiddifferentiation(Pavlov,1927,ascitedbyE.J.Gibson,1969).
&erinE.J.Gibson's(1969)bookoiinswithaquotefromthe19th-turyBritishphilosopherandtheologiaiexplaihedifferentiatirasts.
Whenaredivoryball,seeime,hasbeenillleaveameionofitself,inwhichallthatsimultaneouslygaveuswillindistinguishablycoexist.Letawhiteballsucceedtoit;now,andnotbefore,willanattributedetachitself,andthecolor,byfortrast,beshakenoutintroueballbereplaegg,andthisnewdifferencewillbriosslumber,andthusthatwhibybeingsimplyaoutfrsesforusfirstaredobjearedrou,andsoon(Martineau,EssaysPhilosophidTheological,asquotedbyE.J.Gibson,1969).
Thisisaingquoteiha.First,itdescribeswhatwemightcallretrospesfer:howtheimageofaisaffectedbyexperiencesfollowihoftheimage.Sed,welookattheeffethereversedireelyhowtheperofobjectsisaffectedbypreviousexperieheobservermayedoutaheformofthewhiteeggwithouthavihewhiteballjustbefore,normayshehaveseparatedoutahecolorofthewhiteballwithouthaviheredballjustbefore.
M
In1975,Schmidtpublishedhisarticle“ASchemaTheoryofDiscreteMotorSkillLearning”
,whichhasbeehighlyiiali.Oknownimplisofthetheoryisthevariabilityofpracticehypothesis,whichstatesthatvariedpractice(“SituationA”
ierminology)islikelytoenhananewsituation(SituationB).Whatisiingisthattherelationshipisnotsideredasafunewosituations,butasafunofdifferencesacrosssituatiohesisreceivedagreatdealofsupportfromempiricaltestsduringtheyearsfollowingitspubli(Shapiro&Schmidt,1982;Shea&Wulf,2005;Sherwood&Lee,2003).
&uslookatatypicalstudyoxley(1979).Eighty,aged6to8yearsold,partitheexperimeributedacrosstwos.Thetaskwastotrytohitatarget(acarpet)withashuttleeofthesthethrew20timesfromfivedifferentangles,eaedistaingonthefloorwiththeirfeetpointingtopositewall.Iionthehadtothrowshuttleesfromthesameposition.Afterwardsbothgroupstriedtohitthetargetwithshuttleaion.Thegroupsubjectedtothevariedsucceededbestwiththetask.
KerrandBooth(1978)ilarstudy,inwhichthetaskwasagaintohitahecriticaldiffereswasthedistahetaskwastohitatargetwithmihirty-sixwithanaverageageof8.3yearsand28withanaverageageof12.5yearspartitheexperiment.Bothagegroupswererandomlyassigyandschemagroups.Allweretestedinthebeginningaheexperiment,theyrfrom3ftandtheolderfrom4ft.Thedeviatiowasmeasuredaftereachthrowandthediffereheaverageerroratthebeginningaheexperimentwasthemeasureoftheeffectofthepractithetwotests.
&iceforthespecificitygroupsistedofagreathrows,allfromthedistafortheyoungerand4ftfortheolder.intheschemagrouppracticedatavarietyofdistaneofwhichwasthedistaisioheintheschemagroupoutperformedtheiygroup.Therefsomethihanwhatwastestedwasmoreeffepragexactlywhatwastested.
Althoughthevariabilityofpracticehypothesisreceivedmuchempiriidt's(1975)theoryhasbeenseriouslyquestioned(seeShea&Wulf,2005;Sherwood&Lee,2003).IwouldalsoliketoihevariabilityofpracticehypothesisinawaythatdiffersfromSchmidtinalformulatiovariedprahaureperformahhaributioiorerobustschemagbehavior.Myiionisthatvariationisnecessaryfordist,andthattheleardiscriticaldiffereioobeabletoadjusttoions.
MakiicUseofVariationtoEnhang
&aioweenwhatstudeheandeningintheairalquestioiohisquestionhastypiaddressedbyrelatinglearnihewaysinwhigisanized(individualizedinstrus,whole-classteag,pr,peerlearning,reciprocalteadsodifferenhisanecessarilysayanythingaboutdifferehetoraboutdifferelearo.Ioideer,wehavetoparedifferentsinwhichthesametisaddressed.emightwhenspeteh,someofitsaspectsarevaried,whereasothersremaininvariant.Whenlookingatthegraphicalrepresentatioionsoftheformy=ax+b,forieachermightkeepbinvariant(e.g.,b=0)andsubstitutedifferentvaluesf.,a=1,12,2,3,…),thusfogattentionontheslopeoftheline.Inasimilarmaeachermightkeeptheslopeinvariantandvarythebvalue,thusfogattentiononparallellinesandvaryis.Ifonlytheslopeisvaried,thestudentsmightlearhing.Ifoerceptisvaried,thestudentsmightlearhing.Ifbothparametersarevaried,thestudentsmightlearnathirdthing.Ifbothsourcesofvariationaremixedinarandomfashiolearlyagain.Ifthereisonelineinaatesystemohestudentsgebypluggivaluesiiony=ax+b,theoutayagai.
Differevariesandwhatisinvariantmakedifferentthingspossibletolearhepatternofvariationandinvariandealingwithsomepartitentishighlycorrelatedwithwhatthestudethatple,MartonandPang(2006)foundthatinfiveparablehigh-agsedaryschoolclasses,taughtbyfivehighlyexperieheproportioswhomasteredadiffiiceptvariedbetween6%and97%dependingonthedifferentpatternsofvariationandinvarianhowsystematicallythosepatternswereusedinthes.IwosesIexploretheeffectofthesystematicuseofvariationinsbygseveralexamples.
Learningesewords.
IntwoparablesedgradeHongKosweresupposedtolearnsevenesewordsiofashortstory(Chik&Lo,2004).Theirsuccesswasmeasuredbymeansofa“cloze-test”
,ashorthanumberofwordsdeleted,leavihewords.Thestudeofillihtheappropriatewords.Itossibletofillthegapsbyusingthesevenwordsthathadbeenstudied.InClassA,all30studeaskcorrectly,whereasinly9of31studentsdidso.Whenparinghowthesametwashahetwoclasses,itwasfoundthatinClassAdifferesofea,meaning,pronun)weredealtwithinwithoheseaspectswerekepttogetherforeachword).Bywayoftrast,inClassBeachaspectwasdealtwithseparately(i.e.,wroupedagtoeachaspect).ThismeantthatinClassAtheiyoftheaiheirrelatedaspectswerekepttogether),whereasinClassBtheaspectswerekeptseparateandtheearedonceforeachaspect.
Thesametwasthusdealtwithinbothclasses,butdifferently.InClassA,foreachectsvaried.Intrast,inClassB,foreachaspectthewordsvaried.Thus,thediffereodowithhowthetwasstructured,rimarilyandwhatvariedsedarily,alearionwasattractedto.
Inmanyofthepreviousexamplespresehisarticle,Ihavearguedfortheimportarastandofvariationincriticalaspethestudyofeseasimportantthataicalaspe,meaning,andpronun)variedtogether(fromwordtoword).Asthewordswerebasiookenwordstothestudentsalready,iolinkthespokenwordstothewrittenforms(charadtotheelaboratedmeanings,itwasadvahediffereether.ThisshowsthattherearenopatternsofvariationoriaresuperiorfortransferihepointIwapatternsofvariationandiicallyimpahespecifidepeicularobjectandonthegroupofleariginthelearningexperience.
Learniones.
Ihedistosideraninstrualapproawhichthepatternofvariationandiheoreticallybased.[3]KiandMarton(2003)ihedifficultprocessesetonesbyadultfoneseisaplexdialeese,andspokenesewuishedbybothsoundahismeansthattwoormorewordsprohesamesoundhave(andusuallydohave)twoormoredifferentmeaintoch.Therearesixdiffereonese:highlevel,highrising,midlevel,lowlevel,lowfalling,andl.ObelievethatesespeakersaremoreseonaldifferehisisagrayandDowns(1993)parednativespeakersofEnglishandeseandcludedthattheformeractuallymadefinerdisationsinpair—wiseparisonsofsingulartoheremustbeainers'difficultieswithese.
Differech(ofwhiakeupaspecialcase)arealsoimportantinnontonallaiheyareusedtomakedistinsatthesentencelevel(e.g.,betweeiveaivemodes),nottoindicatedifferethewordlevel.tly,eakerofanatonallaonallanguageinwhicheverywordhasbothasoundandato,sheautomaticallytriestodistiweenmeaningsintermsofdifferensoundalone.Bydoingsosheremainsinakiialdistinperorinprodubetweenwordsthathavethesamesoundbutdifferenttos.Whenvariationinsoundissuppressedandvariationintoneandmeaningisafforded,thelear,however,usetonalvariatidisti>
KiandMarton(2003)foundthatbyinvitingnoolearsofesewordsthathavethesamesoundbutdifferenttoheylearendtotonaldifferenakedistiweenmeaningsonthewordlevel.Thisrepresentedafulearners'attentioonlydidtheleareratdistinguishiweenmeaniardsthewordsitheyalsogotbetteratlearningtodistiweenmeanioioweensoundspressed.Inafollow-upstudy,KiandMarton(2005)demobyfirstseparatingvariationintoneandmeaningandkeepingsoundinvariaingvariationinsoundandmeanioneinvariant,andfiingallthreedimensionsvarysimultaneously,learnersmakegreatprogresstowardhandlingtheplexitiesofeverydayuseofese.
&ospellthetj(dinSwedish.
Audyshowedthatwhatdistinsthelearnersmake—aomake—ishighlyimp.AgroupofSwedishteachers,wwitharesearcher,desigtheythoughtwouldtributetstudents'spellingofwordswithatjsound(Holmqvist,Gustavss,2005;iherearedifferentellthissoundthattoverembasedont-vowelbinatioaiioeacherscarriedoutthelessohegroup.Afterwardsthegrhelesson,anditwascarriedoutbyasedteacherwithanroupofstudents.Thegrouprevisedthelessonagain,anditwascarriedoutbyathirdteacherwithathirdgroupofstudespartigihreelessonsdiffereheywerekepttogetherforonelessonoheyreturheirowhreegroupstookthesamespelliimmediatelyafterthelesson,againafter4weeks,andonafteranother8weeks.Ohegroupslaggedbehiwogroupsinitiallybutsurpassedbothgroupssometimeaftertheexperiment.Thisgroupimprovedo,whereastheroupsremaihesamelevelhtlyweaker.Theresearvestigatedhowtheinstrualtreatmentstributedtothedifferencesacrossgroups.
Toexplainwhyonegroupimprovedmorethahergroupsafterthelearningo,theresearjecturedthatthestudentsinthemoresuccessfulgrouplearopayattentiontothedifferejsoundandthesjsound(andothersouodifferentspellijsoundasparedtodifferentspellingsofthesjsousbesitizedteofdifferehestudehergroups.HeheyhadmoreopportunitiesfwhattheyhadlearheyreadorwrotesomethinginSwedishsubsequeiihisplyabetterpreparationforfuturelearning,inthesenseusedbyBransfordandSchwartz(1999).
Providingforindividualdifferences.
&udydestheprevioussewasablendofJapaudy”
anddesign-basedresearqvistetal.,inpress).Insudedapproach,calledlearningstudy,aisbyagroupofteachersassistedbyaresearcher.Thestudents'prioftheobjectisrevealedbymeansofapretest.Oneormorelessudentsdevelopaandingoftheobjectbybuildingupos'pris.Thelesson(orsequenceoflessons)iscarriedoutbyoeachers.Studentsareassessedafterthelessosaredisrelationtolathe.Asaresult,thelessonisrevisedandtaughtbyaeaestudymightpriseoofoursuchiterativecycles.
&y-seveiaresearddevelopmeaimedatprovidingforindividualdifferehrstudiesinHongKoentionaidtolow-agstudeicuseofvariationtedasthemainapproachtotheei(Lo,Pong&Chik,2005).Seventeenlesshanumberbeingrevisedowice,foratotalof27lessons.Inallofthelessons,variatioemati25ofthe27cases,studentsperfnifitlybetterafterthelessonthantheyhadbefore.Furthermore,thisimprovementwassignifitlyhigheramonginitiallylow-agstudentsthanamonghigh-agstudents,eveionwasmadefeffesfertotheannualattaiwasfound,especiallyforthelow-agstudents.Finally,researchersobservedthathigh-agstudentsdevelopedinsightsthatweheobjectameasuredbytheassessmenttools.
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