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工業(yè)產(chǎn)品設(shè)計(jì)外文翻譯參考文獻(xiàn)工業(yè)產(chǎn)品設(shè)計(jì)外文翻譯參考文獻(xiàn)(文檔含中英文對(duì)照即英文原文和中文翻譯)DesignWithoutDesignersIwillalwaysremembermyfirstintroductiontothepowerofgoodproductdesign.IwasnewlyarrivedatApple,stilllearningthewaysofbusiness,whenIwasvisitedbyamemberofApple'sIndustrialDesignteam.Heshowedmeafoammockupofaproposedproduct."Wow,"Isaid,"Iwantone!Whatisit?"Thatexperiencebroughthomethepowerofdesign:IwasexcitedandenthusiasticevenbeforeIknewwhatitwas.Thistypeofvisceral"wow"responserequirescreativedesigners.Itissubjective,personal.Uhoh,thisisnotwhatengineersliketohear.Ifyoucan'tputanumbertoit,it'snotimportant.Asaresult,thereisatrendtoeliminatedesigners.Whoneedsthemwhenwecansimplytestourwaytosuccess?Theexcitementofpowerful,captivatingdesignisdefinedasirrelevant.Worse,thenatureofdesignisindanger.Don'tbelieveme?ConsiderGoogle.Inawell-publicizedmove,aseniordesigneratGooglerecentlyquit,statingthatGooglehadnointerestinorunderstandingofdesign.Google,itseems,reliesprimarilyupontestresults,nothumanskillorjudgment.Wanttoknowwhetheradesigniseffective?Tryitout.Googlecanquicklysubmitsamplestomillionsofpeopleinwell-controlledtrials,pittingonedesignagainstanother,selectingthewinnerbaseduponnumberofclicks,orsales,orwhateverobjectivemeasuretheywish.Whichcolorofblueisbest?Test.Itemplacement?Test.Webpagelayout?Test.ThisprocedureishardlyuniquetoGoogle.Ahaslongfollowedthispractice.YearsagoIwasproudlyinformedthattheynolongerhavedebatesaboutwhichdesignisbest:theysimplytestthemandusethedatatodecide.Andthis,ofcourse,istheapproachusedbythehuman-centerediterativedesignapproach:prototype,test,revise.Isthisthefutureofdesign?Certainlytherearemanywhobelieveso.Thisisahottopiconthetalkandseminarcircuit.Afterall,theproponentsaskreasonably,whocouldobjecttomakingdecisionsbasedupondata?

TwoTypesofInnovation:IncrementalImprovementsandNewConcepts

Indesign—andalmostallinnovation,forthatmatter—thereareatleasttwodistinctforms.Oneisincrementalimprovement.Inthemanufacturingofproducts,companiesassumethatunitcostswillcontinuallydecreasethroughcontinual,incrementalimprovements.Asteadychainofincrementalinnovationenhancesoperations,thesourcingofpartsandsupply-chainmanagement.Theproductdesigniscontinuallytinkeredwith,adjustingtheinterface,addingnewfeatures,changingsmallthingshereandthere.Newproductsareannouncedyearlythataresimplysmallmodificationstotheexistingplatformbyadifferentconstellationoffeatures.Sometimesfeaturesareremovedtoenableanew,low-costline.Sometimesfeaturesareenhancedoradded.Inincrementalimprovement,thebasicplatformisunchanged.Incrementaldesignandinnovationislessglamorousthanthedevelopmentofnewconceptsandideas,butitisbothfarmorefrequentandfarmoreimportant.Mostoftheseinnovationsaresmall,butmostarequitesuccessful.Thisiswhatcompaniescall"theircashcow":aproductlinethatrequiresverylittlenewdevelopmentcostwhilebeingprofitableyearafteryear.Thesecondformofdesigniswhatisgenerallytaughtindesign,engineeringandMBAcourseson"breakthroughproductinnovation."Hereiswherenewconceptsgetinvented,newproductsdefined,andnewbusinessesformed.Thisisthefunpartofinnovation.Asaresult,itisthearenathatmostdesignersandinventorswishtoinhabit.Buttherisksaregreat:mostnewinnovationsfail.Successfulinnovationscantakedecadestobecomeaccepted.Asaresult,thepeoplewhocreatetheinnovationarenotnecessarilythepeoplewhoprofitfromit.InmyAppleexample,thedesignersweredevisinganewconception.InthecaseofGoogleandAmazon,thecompaniesarepracticingincrementalenhancement.Theyaretwodifferentactivities.NotethattheAppleproduct,likemostnewinnovations,failed.Why?Ireturntothisexamplelater.Bothformsofinnovationarenecessary.Thefightoverdata-drivendesignismisleadinginthatitusesthepowerofonemethodtodenytheimportanceofthesecond.Data-drivendesignthroughtestingisindeedeffectiveatimprovingexistingproducts.Butwheredidtheideafortheproductcomefrominthefirstplace?Fromsomeone'screativemind.Testingiseffectiveatenhancinganidea,butcreativedesignersandinventorsarerequiredtocomeupwiththeidea.

WhyTestingIsBothEssentialandIncomplete

Data-drivendesignis"hill-climbing,"awell-knownalgorithmforoptimization.Imaginestandinginthedarkinanunknown,hillyterrain.Howdoyougettothetopofthehillwhenyoucan'tsee?Testtheimmediatesurroundingstodeterminewhichdirectiongoesupthemoststeeplyandtakeastepthatway.Repeatuntileverydirectionleadstoalowerlevel.Butwhatiftheterrainhasmanyhills?Howwouldyouknowwhetheryouareonthehighest?Answer:youcan'tknow.Thisiscalledthe"localmaximum"problem:youcan'ttellifyouareonhighesthill(aglobalmaximum)orjustatthetopofasmallone.Whenacomputerdoeshillclimbingonamathematicalspace,ittriestoavoidtheproblemoflocalmaximabyinitiatingclimbsfromnumerous,differentpartsofthespacebeingexplored,selectingthehighestoftheseparateattempts.Thisdoesn'tguaranteetheveryhighestpeak,butitcanavoidbeingstuckonalow-rankingone.Thisstrategyisseldomavailabletoadesigner:itisdifficultenoughtocomeupwithasinglestartingpoint,letalonemultiple,differentones.So,refinementthroughtestingintheworldofdesignisusuallyonlycapableofreachingthelocalmaximum.Isthereafarbettersolution(thatis,isthereadifferenthillwhichyieldsfarsuperiorresults)?Testingwillnevertellus.Hereiswherecreativepeoplecomein.Breakthroughsoccurwhenapersonrestructurestheproblem,therebyrecognizingthatoneisexploringthewrongspace.Thisisthecreativesideofdesignandinvention.Incrementalenhancementswillnotgetusthere.

BarrierstoGreatInnovation

Dramaticnewinnovationhassomefundamentalcharacteristicsthatmakeitinappropriateforjudgmentthroughtesting.Peopleresistnovelty.Behaviortendstobeconservative.Newtechnologiesandnewmethodsofdoingthingsusuallytakedecadestobeaccepted-sometimesmultipledecades.Butthetestingmethodsallassumethatonecanmakeachange,tryitout,andimmediatelydetermineifitisbetterthanwhatiscurrentlyavailable.Thereisnoknownwaytotellifaradicalnewideawilleventuallybesuccessful.Hereiswheregreatleadershipandcourageisrequired.Historytellsusofmanypeoplewhoperseveredforlongperiodsinthefaceofrepeatedrejectionbeforetheirideawasaccepted,oftentothepointthataftersuccess,peoplecouldnotimaginehowtheygotalongwithoutitbefore.Historyalsotellsusofmanypeoplewhoperseveredyetneverwereabletosucceed.Itispropertobeskepticalofradicalnewideas.Intheearlyyearsofanidea,itmightnotbeacceptedbecausethetechnologyisn'tready,orbecausethereisalotmoreoptimizationstilltobedone,orbecausetheaudienceisn'tready.Orbecauseitisabadidea.Itisdifficulttodeterminewhichofthosereasonsdominates.Thetaskonlybecomeseasyinhindsight,longafteritbecomesestablished.Theselongperiodsbetweenformationandinitialimplementationofanovelideaanditseventualdeterminationofsuccessorfailureinthemarketplaceiswhatdefeatsthosewhowishtouseevidenceasadecisioncriterionforfollowinganewdirection.Evenifasuperiorwayofdoingsomethinghasbeenfound,theautomatedtestprocesswillprobablyrejectit,notbecausetheideaisinferior,butbecauseitcannotwaitdecadesfortheanswer.Thosewholookonlyattestresultswillmissthelargepayoff.Ofcoursetherearesoundbusinessreasonswhyignoringpotentiallysuperiorapproachesmightbeawisedecision.Afterall,iftheaudienceisnotreadyforthenewapproach,itwouldinitiallyfailinthemarketplace.Thatistrue,intheshortrun.Buttoprosperinthefuture,thebestapproachwouldbetodevelopandcommercializethenewideatogetmarketplaceexperience,tobegintheoptimizationprocess,andtodevelopthecustomerbase.Atthesametimeoneispreparingthecompanyforthedaywhenthemethodtakesoff.Sure,keepdoingtheold,butgetreadyforthenew.Ifthecompanyfailstorecognizethenewlyemergingmethod,itscompetitorswilltakeover.Quiteoftenthesecompetitorswillbeastartupthatexistingcompaniesignoredbecausewhattheyweredoingwasnotwellaccepted,andinanyeventdidnotappeartochallengetheexistingbusiness:see"Theinnovator'sdilemma."Gestural,multi-touchinterfacesforscreen-drivendevicesandcomputergamesaregoodexamples.Aretheseabrilliantnewinnovation?Brilliant?Yes.New?Absolutelynot.Multi-touchdeviceswereinresearchlabsforalmostthreedecadesbeforethefirstsuccessfulmass-producedproducts.Isawgesturesdemonstratedovertwodecadesago.Newideastakeconsiderabletimetoreachsuccessinthemarketplace.Ifanideaiscommercializedtoosoon,theresultisusuallyfailure(andalargelossofmoney).ThisispreciselywhattheAppledesignerofmyopeningparagraphhaddone.WhatIwasshownwasaportablecomputerdesignedforschoolchildrenwithaformfactorunlikeanythingIhadeverseenbefore.Itwaswonderful,andeventomynormallycriticaleye,itlookedlikeaperfectfitforthepurposeandaudience.Alas,theproductgotcaughtinapoliticalfightbetweenwarringAppledivisions.Althoughitwaseventuallyreleasedintothemarketplace,thefightcrippleditsintegrityanditwasbadlyexecuted,badlysupported,andbadlymarketed.Theresistanceofacompanytonewinnovationsiswellfounded.Itisexpensivetodevelopanewproductlinewithunknownprofitability.Moreover,existingproductdivisionswillbeconcernedthatthenewproductwilldisruptexistingsales(thisiscalled"cannibalization").Thesefearsareoftencorrect.Thisisaclassiccaseofwhatisgoodforthecompanybeingbadforanexistingdivision,whichmeansbadforthepromotionandrewardopportunitiesfortheexistingdivision.Isitawondercompaniesresist?Thedataclearlyshowthatalthoughafewnewinnovationsaredramaticallysuccessful,mostfail,oftenatgreatexpense.Itisnowonderthatcompaniesarehesitant-resistant-toinnovationnomatterwhattheirpressreleasesandannualreportsclaim.Tobeconservativeistobesensible.

TheFuture

Automateddata-drivenprocesseswillslowlymakemoreandmoreinroadsintothespacenowoccupiedbyhumandesigners.Newapproachestocomputer-generatedcreativitysuchasgeneticalgorithms,knowledge-intensivesystems,andotherswillstarttakingoverthecreativeaspectofdesign.Thisishappeninginmanyotherfields,whetheritbemedicaldiagnosisorengineeringdesign.Wewillgetmoredesignwithoutdesigners,butprimarilyoftheenhancement,refinement,andoptimizationofexistingconcepts.Evenwherenewcreativeartificialsystemsaredeveloped,whetherbyneuralnetworks,geneticalgorithms,orsomeyetundiscoveredmethod,anynewconceptwillstillfacethehurdleofovercomingtheslowadoptionrateofpeopleandofovercomingthecomplexpsychological,social,andpoliticalneedsofpeople.Todothis,weneedcreativedesigners,creativebusinesspeople,andrisktakerswillingtopushtheboundaries.Newideaswillberesisted.Greatinnovationswillcomeatthecostofmultiplegreatfailures.Designwithoutdesigners?Thosewhodisliketheambiguityanduncertaintyofhumanjudgments,withitsuncertaintrackrecordandcontradictorystatementswilltrytoabolishthehumanelementinfavorofthecertaintythatnumbersanddataappeartooffer.Butthosewhowantthebiggainsthatcreativejudgmentcanproducewillfollowtheirownjudgment.Thefirstcasewillbringaboutthesmall,continualimprovementsthathavecontributedgreatlytotheincreasedproductivityandloweringofcostsofourtechnologies.Thesecondcasewillberewardedwithgreatfailuresandoccasionalgreatsuccess.Butthosegreatsuccesseswilltransformtheworld.不需要設(shè)計(jì)師的設(shè)計(jì)唐·諾曼我永遠(yuǎn)也不會(huì)忘記我第一次向人們介紹優(yōu)秀產(chǎn)品設(shè)計(jì)的魅力的經(jīng)歷,那時(shí)候我剛剛到蘋果公司,還在逐漸的學(xué)習(xí)工作上的事務(wù)。有一個(gè)蘋果工業(yè)設(shè)計(jì)小組的成員來(lái)我這里,向我展示了一個(gè)即將推出的產(chǎn)品的泡沫模型,“喔!”我說(shuō),“這是什么?我也想要個(gè)!”那次經(jīng)歷讓我體驗(yàn)到了設(shè)計(jì)的原始力量:當(dāng)我還不知道他具體是什么之前我就已經(jīng)興奮不已,充滿熱情了。這種發(fā)自肺腑的回應(yīng)離不開(kāi)很有創(chuàng)意的設(shè)計(jì)師。這種想法很主觀,也很有個(gè)人感情色彩。哦,不過(guò)工程師們可不愿意聽(tīng)到這些。如果你不能提供和它有關(guān)的數(shù)據(jù),它就沒(méi)什么了不起。這樣的結(jié)果是有一種不再需要設(shè)計(jì)師的趨勢(shì)。當(dāng)我們可以簡(jiǎn)單的測(cè)試我們的成功之路時(shí),誰(shuí)還需要設(shè)計(jì)師呢?令人充滿激情興奮無(wú)比的設(shè)計(jì)被看得無(wú)足輕重。更嚴(yán)重的是設(shè)計(jì)的初衷也岌岌可危了。不相信吧?看看谷歌。最近谷歌的一位高級(jí)設(shè)計(jì)師有一次在公開(kāi)場(chǎng)合宣稱,他們對(duì)設(shè)計(jì)不感興趣也不懂設(shè)計(jì)。據(jù)說(shuō),谷歌依靠最原始的測(cè)試結(jié)果而不是人類技巧和判斷。怎么知道一個(gè)設(shè)計(jì)是否成功呢?測(cè)試一下就可以了。谷歌會(huì)迅速地把樣品發(fā)送給對(duì)照試驗(yàn)中數(shù)以萬(wàn)計(jì)的用戶,與其他的設(shè)計(jì)做個(gè)對(duì)比,然后選出優(yōu)勝者。他們可以靠點(diǎn)擊量,銷售量以及其他任何他們想要采用的客觀依據(jù)。什么顏色的制服最好?測(cè)試一下;哪種項(xiàng)目布置最合理?測(cè)試一下;哪種網(wǎng)頁(yè)排版最好呢?測(cè)試一下。這可不是谷歌的專利,亞馬遜早就也這么做了。幾年前我很榮幸的被告知它們不再為哪個(gè)設(shè)計(jì)最好而爭(zhēng)論不休了,他們會(huì)測(cè)試一下然后用數(shù)據(jù)來(lái)決定。當(dāng)然,這個(gè)也是以人為本的迭代設(shè)計(jì)法采用的途徑:原型,試驗(yàn)和修改。這是設(shè)計(jì)的未來(lái)嗎?有很多人會(huì)真么認(rèn)為。這是一個(gè)人們談?wù)摵脱芯拷涣鞯臒衢T話題,畢竟,支持者也有理有據(jù):誰(shuí)不想靠數(shù)據(jù)來(lái)做決定??jī)煞N類型的創(chuàng)新:不斷改善和全新的概念在設(shè)計(jì)和幾乎所有改革中,其實(shí)都至少有兩種不同的類型。第一種是持續(xù)改進(jìn)現(xiàn)有產(chǎn)品,在產(chǎn)品制造業(yè)中企業(yè)認(rèn)為通過(guò)不斷地改善和優(yōu)化單位成本也會(huì)持續(xù)的降低。不斷改善的帶來(lái)穩(wěn)定的利益鏈條又強(qiáng)化了操作,資源部門和產(chǎn)業(yè)鏈管理。產(chǎn)品的設(shè)計(jì)并沒(méi)有停止,改變一下外表,增加一些新的功能,不時(shí)的做些小的改動(dòng)。新的產(chǎn)品都是對(duì)現(xiàn)有平臺(tái)很小的改動(dòng),每年都宣稱有了與眾不同的特征。有時(shí)候一些功能被去掉以用來(lái)支持一條新的,低成本的生產(chǎn)線,有時(shí)候很多功能又被組合或被添加上。產(chǎn)品不斷地改善,但基礎(chǔ)的平臺(tái)一直沒(méi)有改變。持續(xù)的設(shè)計(jì)和改進(jìn)可沒(méi)有開(kāi)發(fā)新概念或新理念那樣的引人矚目,但是它們很常見(jiàn)也很重要。很多這樣的創(chuàng)新都是小規(guī)模的,但大多數(shù)都很成功。這就是企業(yè)們所說(shuō)的“搖錢樹(shù)”:一條只需要很小改進(jìn)的生產(chǎn)線,但是卻可以年復(fù)一年的有利可圖。第二種類型的設(shè)計(jì)就是在設(shè)計(jì),工程和MBA課程中經(jīng)常談?wù)摰降摹坝型黄菩缘膭?chuàng)新設(shè)計(jì)”。這里提出了全新的概念,新穎的產(chǎn)品定義和新型的商業(yè)模式,而且這些正是設(shè)計(jì)的樂(lè)趣所在。因此,這也是大多數(shù)的設(shè)計(jì)師和發(fā)明家樂(lè)意為之的地方。但是風(fēng)險(xiǎn)也很大:絕大多數(shù)的新發(fā)明都以失敗告終。那些成功的設(shè)計(jì)發(fā)明往往需要數(shù)十年才得到了人們的認(rèn)可,這樣的后果就是發(fā)明者不一定就是以它們獲利的人。在我剛才提到的蘋果公司的例子中,設(shè)計(jì)者正在開(kāi)發(fā)一種新概念產(chǎn)品。在谷歌和亞馬遜的例子中,這些公司在不斷地實(shí)踐著不斷的優(yōu)化。它們是兩種不同的行為,看看蘋果的產(chǎn)品,像大多數(shù)的新發(fā)明設(shè)計(jì)一樣失敗了。為什么呢?我一會(huì)兒再回到這個(gè)案例中。這兩種設(shè)計(jì)都是很有必要的。對(duì)數(shù)據(jù)主導(dǎo)型設(shè)計(jì)的激烈爭(zhēng)論誤導(dǎo)了人們,我們用前者的力量否定了后者的重要性。通過(guò)測(cè)試數(shù)據(jù)主導(dǎo)型設(shè)計(jì)對(duì)改進(jìn)現(xiàn)有的產(chǎn)品很有效果。但是新產(chǎn)品最初的觀念有從何而來(lái)?一些人創(chuàng)造性的想法。測(cè)試可以高效的優(yōu)化一個(gè)想法,但是創(chuàng)造性的設(shè)計(jì)者和發(fā)明家卻需要有自己的想法。為什么說(shuō)測(cè)試既很有必要又不太完美數(shù)據(jù)主導(dǎo)型的設(shè)計(jì)就是“爬山策略”,我們熟知的一種追求最優(yōu)化的算法。假設(shè)你在黑夜里站在一個(gè)連綿起伏的山坡上,你什么也看不到,你怎么知道你就站在山坡的最高處?檢驗(yàn)一下你周圍的環(huán)境,判斷哪個(gè)方向最陡峭,然后向這個(gè)方向邁進(jìn)。這樣不斷的重復(fù)而知道每個(gè)方向就找到了最低的地方。但是如果山坡上有很多的山峰又該怎么做呢?你怎么知道你是否已經(jīng)在最高的地方了?答案是你會(huì)不知道。這就是所謂的“局部最大值”問(wèn)題:你不能區(qū)分你是在最高處呢還是只在一個(gè)小山坡的最高點(diǎn)。當(dāng)計(jì)算機(jī)在數(shù)學(xué)空間里攀登時(shí),它可以通過(guò)無(wú)數(shù)次的嘗試來(lái)探索不同的空間以避免局部最大化的難題。雖然這不能保證可以找到真正的最高點(diǎn),但至少可以避免掉入低層次的行列中。對(duì)設(shè)計(jì)師來(lái)說(shuō)這種戰(zhàn)略幾乎毫無(wú)用處。解決一個(gè)單一的起點(diǎn)就夠困難了,更不用說(shuō)錯(cuò)綜復(fù)雜的問(wèn)題了。通過(guò)測(cè)試了改良設(shè)計(jì)通常能夠達(dá)到局部的最大利益。還有更好的解決辦法嗎(就是說(shuō),有沒(méi)有受益大于測(cè)試結(jié)果的情況)?測(cè)試不能告訴我們。這時(shí)候就得靠有創(chuàng)意的人了,他對(duì)問(wèn)題的重新組合,于是就決定去看似錯(cuò)誤的地方探索一下,新的突破就是這樣產(chǎn)生的。這正是設(shè)計(jì)發(fā)明創(chuàng)造性的一面,不斷地改良和完善不能讓我們擁有這樣的效果。偉大發(fā)明的障礙激動(dòng)人心的新發(fā)明往往有一些基本的特點(diǎn)讓它們不適應(yīng)由測(cè)試所做出的判斷。人們往往也不太喜歡獵奇,行動(dòng)也很保守。新的科技發(fā)明和方法往往經(jīng)過(guò)數(shù)十年或者更長(zhǎng)才逐漸被人們認(rèn)可接受。但是測(cè)試的法子都是假設(shè)某個(gè)東西很有前途值得一試,并來(lái)判斷它是否比正在使用的更好。我們沒(méi)有現(xiàn)成的方法判斷一個(gè)十分新奇的想法會(huì)獲得成功,這就需要出色的領(lǐng)導(dǎo)和鼓勵(lì)。歷史告訴我們很多在他們的想法被認(rèn)可以前面臨長(zhǎng)期不斷的抨擊的人們獲得成功以后就是這樣,沒(méi)有它以前,人們不知道是怎么如何度

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