TheOngoingChallengesofCitingtheResultsofScholarlyResearch MaureenC.Kelly/May23,2016 “Scholarlycommunicationhasbuiltupanimportanttraditionofcitation.Itreflectsthefactthatinall areasofresearch[...]weprogressbybuildingonthepast.Andweacknowledgeourdebttothepastby citationtoit.Bydoingso,weassurethatoursourcescanbechecked,verified,validated.Butthat impliesthatthematerialsoreferenced,socitedmustbeavailableforchecking,verifying,validating. Whathappensifthesourcedata[iselectronic]andhasbeenerased,orworseyet,alteredsinceitwas lastused?Theentirestructureofscholarlyprogresswouldcollapse.”—Dr.RobertHayes(1992). ContentChanged,StandardsFollowed Dr.Hayesmadeanimportantobservation.Butweneedtolookverycloselyatthetransitionfromprint journalstoelectronicrecordsofresearchinordertofullyunderstandthechallengeswe’vefacedinthe pastfewdecades,andtheonesthatlieahead.Andweneedtokeepinmindthatthegoalisnot necessarilyaboutcreatingtraditional“citations.”Rather,itisaboutbeingabletoreliablyidentify, locate,andaccesspriorresearchrecords. Wehavealongtraditionofcommunicatingresearchresultsneatlywrappedinajournalarticleand packagedinajournalissue.Thepracticedatesbackto1665,whentheRoyalSocietyfirstpublished PhilosophicalTransactions.Thatpublication“pioneeredtheconceptsofscientificpriorityandpeer reviewwhich,togetherwitharchivinganddissemination,providethemodelforalmost30,000 scientificjournalstoday”(RoyalSociety,2016).Andformostofthose350years,journalswere distributedinprintedformats. Overthepasthalfcentury,technologyhasdrivensignificantchangesinthatparadigm.Intheearly stagesofchange,e-journalswereofferedascomplementstoprintjournals.Librariesoftensubscribed tobothforms,andthedigitalversionwasbasicallyareplicaoftheprintone:aPDFversionofthe printedjournalpages.Thecontentremainedstableandcitable.Publishers’productionsystemsand librarydeliverysystemsadaptedtomeetthosechanges,butthecontentwasstilllockedwithin traditionaljournalsandarticles.Therewasan“official,”fixedpresentationoftheresearchresults. Changesinthisprocesswereinitiallydrivenbypressuretospeedupthepublicationcycle.Journals begantopublishe-firstarticles,whichcreatedchallengesfortraditionalcitationmetadatabecausethe pagenumberswereoftenunavailablewhenthee-firstversionwasreleased.Sometimesthee-version waslaterupdatedtoincludethepagination.Questionsaroseastowhichwastheversionofrecord. Butstillthecontentremaineddiscoverableandcitable. -1- Overthelasttenyearswehaveseenamoresubstantiveshiftinpublishingandlibrarypracticesasejournalshavelargelyreplacedprintjournalsinlibrariesandintheeconomicsofscholarlypublishing. Overthattime,wehavealsoseenarefocusingawayfromthejournalandjournalissueasthe containerforscholarlycontent.Now,thefocusisonelectronicdatabasesofarticleswherethejournal andissueinformationareusedsimplyassupportingmetadata.Wealsoseecasesinwhichthe electronicversionofajournalissuecontainsmoreinformationthanitsprintcounterpart. Fullyelectronicversionsofscholarlycontent,withavailableXMLandHTML,offersignificant advantages,buttheyalsobringonnewchallenges.Contentispackagedinlargedatabasesandis remotelyaccessible.Searchengineshavereplacedabstractingandindexingservicesasthetoolsfor discovery.Differentversionsofarticlesmaybeavailablefrompreprintserversandinstitutional repositories.GoogleScholarletsussearchacrossmultipledatabasesandoftenprovideslandingpages forcontentthatisbehindafirewall.Gonearethedayswhenwewouldgothelibraryandscanthe shelvesoraskthelibrariantolocateanarticleforus—now,scholarlyinformationdiscoveryandaccess havebecomeado-it-yourselfenterpriseforresearchers. Asscholarlycontentmovedtoelectronicformats,supportingstandardsfollowed.Westillusestyle guidestoprepareourcitationswhensubmittingarticlesforpublication,butwenowhavethe advantageofbibliographicdataformatsthataremoreactionableinanelectronicenvironment. Inthelate1960stheISBNcameonthescene,followedbytheISSNintheearly1970s.Thebar-coded versionsofthesestandardshavebecomeimportanttoinventoryandpurchasingsystems.(TheISSN gainedtractionafterthepostofficemadeitarequirementforsecond-classmailingpermits.)Butthe majorstandardsinitiativeforstreamliningcontentmanagementinanelectronicenvironmenthasbeen theDOI(DigitalObjectIdentifier)System.Itcomplementsratherthanreplacesstandardcitationsby providingaconcisecodeforeachdigitalobject,ratherthanauser-friendlydescriptionoftheresource. ThelatestimplementationoftheDOIispresentedasaURL(UniformResourceLocator)structure.In spiteofthischangeinformat,itremainsareliableidentifierofthedigitalobjectratherthanits locationontheInternet,whichcanbeunstable.TheURLresolvestoanunderlyingregistrationsystem ratherthantheopenInternet.Soitremainsasurrogatefor‘thecite’ratherthan‘asite’.Theworkof theDOISystemhasbeencomplementedbyworkintheareasoflibrarylinkresolvers,mostappropriate-copyresolution,smartlandingpages,andsimilardevelopments.TheDOIhasbeen incrediblysuccessfulbutitremainsaworkinprogressasitcontinuestoadapttonewcontenttypes andtonewdiscoveryanddeliveryenvironments. ContentContinuestoChange;StandardsFollow Wehavebeguntoseechangesintheoutputofscholarlyresearchthatimpactwhatconstitutesa publishableknowledgeobject.Thesechangesgobeyondwhetherthejournalarticleisinprintor -2- electronicformat.Newtypesofresearchresultsarecausingustoreevaluatewhetheratraditional journalarticleisasufficientcontainerfordistributingscholarlyknowledge. Scholarlyresearchmethodshavechangedsince1665,andnewtypesofresearchresultshavebecome criticaltotheresearchprocess.Ithasbecomeclearthatthetraditionaljournalarticlemodelis insufficient.In1997,IgaveatalkattheICSTImeetingfollowedbyanarticleinICSTIForum(Kelly, 1997). Inthatarticle,Iarguedthat“neitherprintjournalarticlesorbooksnortheirelectronicequivalentsare sufficienttothetaskahead.”Rather,“wemustlookbeyondthecurrent,text-centricparadigm.”Itwas becomingapparentasearlyas1997thatweneedednewchannelsforsharingresearchresultsinaway thatwasmorefunctionalandreusablethanajournalarticlepresentationmethodcouldaccommodate. Researchresultswerebecomingincreasinglycomplexandmuchvaluewasbeinglostbyreducingthem tostatictextandtables. GenBankwasthefirstmajordatainitiativetobreakoutofthejournalarticlepublishingparadigm.It beganatLosAlamosandtransitionedtotheNationalCenterforBiotechnologyInformation(NCBI).In the1980s,asgeneticsequencesbecameasignificantresearchoutput,journalsstruggledtopublish thesestringsoflettersintextform.Yes,theyreallydidprintpagesandpagesofA-T-G-Ccombinations. Imaginethechallengeofcopyeditingsuchstrings.Butmoreimportant,imaginethelossofvaluethat resultedfromreducingthisknowledgeintosimpletextstrings.AsGenBankbecameestablished, publishersjoinedthemovebydecliningtopublisharticlesuntilthesequenceshadbeendepositedin GenBank.Littlebylittle,GenBankhasgrowninsophisticationandfunctionalitytobecomea cornerstoneofgeneticresearch,regularlyfacilitatingimportantnewdiscoveries. Manyothercommunities,suchasastronomyandgeology,nowrelyondatabasestofacilitate collaborationanddiscovery.Publishinganarticleinatraditionaljournalremainsimportantforgiving recognitionandcreatingcareeropportunitiesforresearchers.Butresearchersincreasinglyneedaccess totheunderlyingdata;theywanttociteitandincorporateitintonewresearch. Thiswillnotbeaneasytransitionforscholarlycommunications,astherearemanychallenges associatedwithpublishingresearchdata.Therearevalidconcernsregardingthechallengesofpeer reviewingdataandrisksofdatapiracy.Sufficientmetadataisneededtoprovidethecontextofits collectionandtosupportdiscoveryandreuse.Thelistofchallengesislongandvalid,andtheseissues mustbeaddressed.Researchersneedanddeserverecognitionfortheirwork,andtheyneeda publicationandcitationenvironmentthatwillworkinthischangingresearchenvironment. PublishingandCitingData -3- Giventhatscholarlyresearchisallaboutcollectingandanalyzingdata,weneedtodeveloprigorous practicesforsharingandcitingdatacollections.Botanicalgardens,withtheirvaststoresofpressed plantleaves,areanearlyacknowledgementofthevalueinpreservingdatacollections.Aselectronic datasetsgrowinsizeandcomplexity,thechallengesformakingthemcitablealsogrow. Datasetsaremorecomplexthantext,andsincetheyarenotstatic(andriskfailingDr.Hayes’stestfor reliablecitation),weneedprovisionsforversioning.Butfordatasetstobecitablerequiresmorethan justthedevelopmentofadata-citationformat.Weneedaninfrastructurethatsupportsstorage, curation,distribution,discovery,andaccesscontrolforthesenewknowledgeassets. Universitylibrarieshaveservedthatroleforjournalarticlesthroughtheprintandelectronicpublishing eras.Thevaluetheybringtoauniversityanditsresearchersiswellunderstood.Yes,thereareissues aboutjournalpricing,andyes,therearedriversforopen-accesspublishing.Butthecostsofthis infrastructurehavebeenconsideredalegitimatepartofauniversity’sroleinservingresearchersand students. Thereisnocomparableinfrastructureavailableforarchiving,curatingandprovidingaccess(andrights management)forourgrowingcollectionsofdatasets.Thegovernment,ofcourse,playsacriticalrolein supportingdatacollectionssuchasGenBank,butgovernmentdatarepositoriesarenotsufficient. Eachresearchsubjectareahasdifferentrequirementsandpractices.Consider,forexample,the differencesbetweengeneticandastronomicaldata.Consideralsothedifferencesbetween experimentaldataandfielddata.Experimentscanberepeatedandtheresultsvalidated;fielddata cannotbecollectedagainunderidenticalcircumstances.MarciaMcNutthasrecentlypublisheda usefuldiscussiononthistopicincludingtheissueofcitationstandardsfordata(McNutt,2016). Whilethereiscurrentlynobusinessmodelforconstructingandmaintainingthenecessary infrastructurefordatacollections,scholarshaven’twaitedforofficialsolutions:insteadtheysawthe needandanopportunitytoadvanceknowledge,andhavemovedforward.Infrastructureand standardsmustfollow.Atpresent,wehaveavarietyofsolutionsinplayandavarietyofdata-citation practicesunderdevelopment. In2008,NISOconducteda“ThoughtLeaderMeetingonResearchData”atwhichthetopicofdata citationwasdiscussed.Amongtheobservationsmadewastheneedtoaccommodatethediffering requirementsfoundacrossdisciplinesandfieldsofresearch.Oneofthegroup’srecommendationswas forNISOtoworkcollaborativelywithotherorganizationstodevelopguidelinesfordatacitation.In 2009(rev.2010),TobyGreenpreparedawhitepaperforOECDexpressingconcernsaboutlongterm discoverabilityandaccessibilityofdatasets:“WeNeedPublishingStandardsforDatasetsandData Tables”(Green,2009).Styleguidesnowincludeprovisionsforcitingelectronicandwebresources. -4- MLAevenhasguidelinesforcitingaTwitterpost.Theycallfortypicalcitationmetadata,butwith specialaccommodationssuchasusingthearchivewherethedatasetishousedinlieuofthepublisher. WhenaDOIisunavailable,theyrecommenduseofapersistentURL. SincetheDOISystemwasdesignedtosupporttraditionalpublishers,itisnotautomaticallysuitedto accommodatelargenumbersofresearchersdirectly.In2009,DataCite.orgwasestablishedbythe BritishLibrary,theTechnicalInformationCenterofDenmark,TUDelftLibrary,theNationalResearch Council’sCanadaInstituteforScientificandTechnicalInformation(NRC-CISTI),CaliforniaDigital Library,PurdueUniversity,andtheGermanNationalLibraryofScienceandTechnology.Thegroup assistsmembersinusingtheDataCiteServiceformintingDOIsandregisteringassociatedmetadata. DataCitealsooffersametadataschema(Starr,2011)andrecommendsthatanewDOIbeissuedwhen changesaremadetothedatasetornewversionsarecreated. InSeptember2013,CODATAandICSTIauthoredareportwiththeclevertitle:“OutofCite,Outof Mind:TheCurrentStateofPractice,Policy,andTechnologyfortheCitationofData”(CODATA-ICSTI TaskGrouponDataCitationStandardsandPractices,2013).Itsabstractechoesandupdatesthe observationsofDr.Hayes:“Theuseofpublisheddigitaldata,liketheuseofdigitallypublished literature,dependsupontheabilitytoidentify,authenticate,locate,access,andinterpretthem.Data citationsprovidenecessarysupportforthesefunctions…”Thereportalsostressesthat“As technologicalfactors,suchasfasterprocessors,betterstorage,andincreasedbandwidth,have enabledthemuchgreaterproductionandcaptureofdata,thecreationofstandardstomanagethese datahasnotkeptpace.”Thereportoffersasetof“guidingprinciples”aswellaschallengesto implementation. Publishersarealsoworkingtofacilitatedatapublishingandcitation.Nature.comproducesandhosts ScientificData,anopen-access,peer-reviewedjournalfordescriptionsofscientificallyvaluable datasetsinthenaturalsciences.Theprimaryarticle-typeisa“DataDescriptor”thatisdesignedto makedatamorediscoverable,interpretable,andreusable.Itdoesnotstorethedatabutratherrelies uponpublic,community-recognizedrepositories.Seehttp://www.nature.com/sdata/publish/forauthors#aims-scope ThomsonReutersoffersaDataCitationIndex.TheDataCitationIndexcapturesallavailablemetadata forthedatarepositoriesitindexes.Sincethemetadatainthoserepositoriescanvaryinformatand detail,ThomsonReutersisworkingtoestablishamoreconsistent,descriptivedata-citationformat. Seehttp://wokinfo.com//products_tools/multidisciplinary/dci/repositories/ Elsevieralsohasinitiativesforsupportingresearchdata.Thecompanyofferitsowndatarepositoryvia Mendeley.EachdatasetisgivenitsownDOIandisarchivedthroughDataArchivingandNetworked Services(DANS).ElsevieroffersanOpenDatapilotinitiativewhereresearchdatacanbemadeopenly availableonScienceDirectunderaCC-BYlicense.ItalsohasaDataLinktoolthatsupportsdata -5- discoveryandincludesadatabasesearchengine,anautomaticdata-citationgenerator,adataarticle writingtoolfortheGenomicsDatajournal,andadatavisualizationtool.See https://www.elsevier.com/about/open-science/research-data BiomedCentralisworkingwithDataCitetoaddressconcernsraisedabouttheirOpenDatapolicyand thelegal(copyright)statusofdatapublishedintheirOpenAccessjournals.See https://www.biomedcentral.com/about/policies/open-data Dataverse.orgatHarvardisanopensourcewebapplicationtoshare,preserve,cite,explore,and analyzeresearchdata.Harvard'sInstituteforQuantitativeSocialScience(IQSS),thecreatorofthe application,isworkingonasetofguidelinesfortieredaccess.ThelevelsofaccessincludeOpen; Guestbook;RequiredAcceptanceofTermsofUse;andRestrictedAccess,whichrequiresaspecific accessrequest.Dataverse’sstatementofbestpractices(DataScienceatTheInstituteforQuantitative andSocialScience,2015)isveryusefulinlayingoutthemanyfactorsthatcomeintoplaywhenusinga dataset. Force11hasdevelopedaJointDeclarationofDataCitationPrinciples(DataCitationSynthesisGroup, 2014)thatisendorsedbymanycommercialandscholarlypublishersincludingElsevier,Nature PublishingGroup,AGU,AIP,APS,PLIOand,ofcourse,NISO.Theseprinciplesdescribewhatisneeded foradatacitationtobefunctional: 1. Importance:Datashouldbeconsideredlegitimate,citableproductsofresearch.Datacitations shouldbeaccordedthesameimportanceinthescholarlyrecordascitationsofotherresearch objects,suchaspublications. 2. CreditandAttribution:Datacitationsshouldfacilitategivingscholarlycreditandnormativeand legalattributiontoallcontributorstothedata,recognizingthatasinglestyleormechanismof attributionmaynotbeapplicabletoalldata. 3. Evidence:Inscholarlyliterature,wheneverandwhereveraclaimreliesupondata,the correspondingdatashouldbecited. 4. UniqueIdentification:Adatacitationshouldincludeapersistentmethodforidentificationthat ismachineactionable,globallyunique,andwidelyusedbyacommunity. 5. Access:Datacitationsshouldfacilitateaccesstothedatathemselvesandtosuchassociated metadata,documentation,code,andothermaterials,asarenecessaryforbothhumansand machinestomakeinformeduseofthereferenceddata. 6. Persistence:Uniqueidentifiers,andmetadatadescribingthedata,anditsdisposition,should persist–evenbeyondthelifespanofthedatatheydescribe. 7. SpecificityandVerifiability:Datacitationsshouldfacilitateidentificationof,accessto,and verificationofthespecificdatathatsupportaclaim.Citationsorcitationmetadatashould includeinformationaboutprovenanceandfixitysufficienttofacilitateverifyingthatthespecific timeslice,versionand/orgranularportionofdataretrievedsubsequentlyisthesameaswas originallycited. 8. Interoperabilityandflexibility:Datacitationmethodsshouldbesufficientlyflexibleto accommodatethevariantpracticesamongcommunities,butshouldnotdiffersomuchthat theycompromiseinteroperabilityofdatacitationpracticesacrosscommunities. -6- Asthevolumeofdatacontinuestogrow,agreed-uponstandardsandpractices,adaptedfortheneeds ofindividualareasofresearch,becomeevermoreimportantinensuringthatdatacanbecitedand discovered.Itisreassuringtoseesuchastrongcommunity-wideefforttowarddevelopingand promotingreliabledata-citationpractices,butmuchworkisrequiredintheareaofcredentialingand supportingthedatarepositoriesthatareneededtomaintain,curate,andprovideaccesstodatasets. PublishingandCitingSoftware Datasets,foralltheirchallenges,arenotthelasthurdleforsustainingourabilitytocitetheknowledge objectsproducedbytoday’sresearchers.Wehavecomealongwaysinceitwassufficientfor researcherstotucktheirdataintoExcelspreadsheets.Datasetsarenowmorecomplexandrequire moresophisticatedtoolstoanalyzeandextractvalue. Inmy1997ICSTIpaper,Ianticipatedthatnewformsofresearchoutputwouldinclude“computational modelsandsimulationsalongwithothercollectionsoffunctionalinformation.”Asresearchbecomes moredataintensive,softwareisdevelopedtoprocessthedata;thatsoftwareisanintegralpartof makingdatasetsfunctional.Elsevierestimatesthat38percentofresearchersnowspendatleastone dayperweekcreatingsoftwaretoanalyzethedatatheyhavecollected. Ithasbecomeimportantforsoftwaretobetreatedasavalidpartofthescholarlyrecord.When customsoftwareisthemeansbywhichthedataisprocessedandconclusionsaredrawn,likedata,it needstobepublishedinafunctionalform.Itcannotbeusefullyreducedtotextinajournalarticleany morethangeneticsequencescouldusefullybepublishedasprintedstringsofA-T-G-Ccombinations. Versioningisacriticalissueforpublishingandcitingsoftware.Anditistrickytoaccomplish.Whilea versionofsoftwarecanbecited,thereisapossibilitythatthesoftwareincludesacall-outtoacode librarythatmayhavebeenchanged. Tothisend,thesoftwarecommunityhasbeenactiveindevelopingsoftwarerepositoriesandversion controltools.GitHub,oneofthemostwidelyused,supportsprivaterepositoriesandfree,open-source accounts.Anotherapproachtomakingsoftwarereusableandcitablehasbeenthedevelopmentand useof“reproduciblereports”(Visser,2014).ThemotivationforthisapproachwasofferedbyDonaldE. Knuthbackin1984,whenhesaid,“Letuschangeourtraditionalattitudetotheconstructionof programs.Insteadofimaginingthatourmaintaskistoinstructacomputerwhattodo,letus concentrateratheronexplainingtohumanbeingswhatwewantacomputertodo”(Knuth,1984). Reproduciblereportingprovidesawayforresearcherstopackagetogetherallthecomponentsoftheir work,includingtheworkflow,data,andcodeintoasharable—andpotentiallycitable—package. -7- Amongthebetterknowntoolsthathavebeendevelopedtoaidresearchersinpreparingreproducible reportsareGalaxy,JupyterNotebook(formerlyIPython),andknitr,adynamicreportgeneratorforR. Wearealsoseeingcommercialpublishersprovidingsupportformakingsoftwarecitable.Articles publishedinNatureMethodsincreasinglysupportsupplementarysoftwarefiles,mostofwhichinclude sourcecode.NatureencouragestheuseofcoderepositoriessuchasGitHubpriortosubmissionofan article.Usingtheserepositoriesexpeditesthepeer-reviewprocessandavoidsthenecessityfor reviewerstotestthecodeontheirowncomputers. ElsevierhasstartedOriginalSoftwarePublicationstodescribesignificantsoftwareand/orcode.The softwarewillbepeer-reviewedandconsidered"onebodyofwork"forcitationandindexingpurposes. Thesoftware/codeitselfwillbedepositedonthejournal’sGitHub,andElsevierstatesthat,“all softwareandcodepublishedis,andwillremain,fullyownedbytheirdevelopers.” LooseEndsandNewFormsofContent Technologyhasmadeitpossibleforscholarlycontenttobedistributedinnewandlessformalways.In thepastwetalkedaboutthe“InvisibleCollege”andgreyliterature.Nowwetalkaboutscholarly collaborationnetworks(SCNs)andSocialSharingNetworks(SSNs)suchasMendeley(nowownedby Elsevier)withfivemillionmembers,Academia.eduwith30millionmonthlyusers,andResearchGate withsixmillionmembers—levelsofusagethatmaketheseimportantchannelsforscholarly communication.Andtotheextentthatpublishingmeansmakinginformationpublic,thesenetworks representanewformofpublishing.Thetopic,particularconcernsaboutsharingofjournalarticleson thesenetworks,hasbeendiscussedontheScholarlyKitchensite(Meadows,2015).Itisdifficultto conceiveofhowsuchcommunicationcanbemadecitable,butitisanissuethatwarrantscreative consideration. E-printserverssuchasarXiv(atCornell),bioRxiv(atColdSpringHarbor)andSSRN(SocialScience ResearchNetwork,recentlyacquiredbyElsevier)arewell-regardedcontentdistributionchannelsin theirfields.Likescholarlycollaborationnetworks,theyprovideforrapidcommunicationofresearch results.Whiletheydonotofferthefinal,citableformofthepaper,theyarewidelyusedandimportant componentsofthescholarlycommunicationprocess. New,informalchannelscontinuetopop-up.Consider@scholarlycomonTwitter.It’spartof Columbia’sscholarlycommunicationprogramandexploresnewwaystoshare,curate,andpreserve newknowledge.TherearealsoTwitterhandlesfromSSP(@ScholarlyPub)andHarvard(@oscharvard), amongothers.Whiletheydonotconstituteformalcommunication,theyhavebecomeimportant channelsforsharingscholarlyinformation.Whilethesenew,informalchannelsdonotlendthemselves totraditionalcitation,theyhavebecomeanintegralpartofhowtoday’sscholarscommunicate.Andas -8- mentionedearlier,theyaresufficientlyimportantthatstyleguidesnowprovideinstructionsonciting thistypeofcontent. Thisisjustasamplingofhowscholarscontinuetoworkandcommunicateinnewways.Someofthese assetsandcommunicationswarrantcitationinbibliographies(sometimeswithURLsthoughnotDOIs). Butoncetheyhavebeencited,howeverinformally,wearefacedwithDr.Hayesconcernabouthow theywillbemadeavailableovertimefor“checking,verifying,validating.” Myconcernsforthefutureofcitationarenotlimitedtothestandardsandstructureofcitationsfor newtypesofcontent.Weneedtothinkseriouslyabouthowscholarlyresearchfindingswillbe archived,curated,andmadeaccessibleforfutureuseandreference.Theroleoflibrariesasarchivesof scholarshipischanging,asarepublishingbusinessmodels.Scholarlysocieties,oncesuchimportant publishersofscholarlyresearch,arebeingovertakenbylargecommercialpublishersthathavethe resourcestoinvestinnewfunctionalityneededtodealwithdatasetandsoftwarecitation.Wecan hopethatthegovernmentwillcontinuetofillsomeofthisrole.Butthatwillnotbesufficient. Commercialpublisherswillcertainlyplayasignificantrole.Butwillopensourcepublishingenterprises likePLOShavetheresourcestopreservetheircollection?Whatrolewilllibrariesplayinthisnew paradigm? Archivingisnoteasy;curatingisnoteasy.Itrequiresalongcommitmentandtheresourcestosustain thatcommitment.Theproblemexistsinmanyfieldsbeyondpublishingfromoldmoviestobacterial cultures.Butforus,itisaproblemofthesustainabilityofthecitationswecreate.Creatingcitations, andcreatingstandardsforcitationswillnotbeenoughiftheyallresolvetodeadlinks. -9- References CODATA-ICSTITaskGrouponDataCitationStandardsandPractices.“OutofCite,OutofMind:The CurrentStateofPractice,Policy,andTechnologyfortheCitationofData.”DataScienceJournal 12(September2013).http://doi.org/10.2481/dsj.OSOM13-043 DataCitationSynthesisGroup.“JointDeclarationofDataCitationPrinciples.”MartoneM.(ed.)San DiegoCA:FORCE11.(2014).https://www.force11.org/group/joint-declaration-data-citationprinciples-final DataScienceatTheInstituteforQuantitativeandSocialScience.“HarvardDataverseGeneralTermsof Use.”(2015).http://best-practices.dataverse.org/harvard-policies/harvard-terms-of-use.html Elsevier.“OriginalSoftwarePublications.”(2016).https://www.elsevier.com/books-andjournals/content-innovation/original-software-publications Green,T.“WeNeedPublishingStandardsforDatasetsandDataTables.”OECDPublishingWhitePapers (2009).doi:10.1787/787355886123http://dx.doi.org/10.1787/787355886123 Hayes,RobertM.“TheNeedsofScienceandTechnology.”ScienceandTechnologyLibraries12,no.4 (1992):3-33. Kelly,MaureenC.“TheRoleofA&IServicesinFacilitatingAccesstotheE-ArchiveofScience.”ICSTI Forum:TheQuarterlyNewsletteroftheInternationalScientificandTechnicalInformation,no. 26(November1997).http://www.informedstrategies.com/wpcontent/uploads/2015/10/Facilitating_Access_to_the_eArchive_of_Science_Nov_97_MCKelly_I CSTI_.pdf Knuth,DonaldE.LiterateProgramming.CenterfortheStudyofLanguageandInformation.(1984). McNutt,M.“Liberatingfieldsciencesamplesanddata.”Science351,Issue6277(4March2016):10241026.http://science.sciencemag.org/content/351/6277/1024/DOI:10.1126/science.aad7048 Meadows,Alice.“ArticleSharingonScholarlyCollaborationNetworks–AnInterviewwithFredDylla aboutSTM’sDraftGuidelinesandConsultation.”ScholarlyKitchen.(February24,2015). https://scholarlykitchen.sspnet.org/2015/02/24/article-sharing-on-scholarly-collaborationnetworks-an-interview-with-fred-dylla-about-stms-draft-guidelines-and-consultation TheRoyalSociety.“350YearsofScientificPublishing.”(2016). https://royalsociety.org/journals/publishing-activities/publishing350/. Starr,Joan.“isCitedBy:AMetadataSchemeforDataCite.”D-LibMagazine17,no.1/2. (January/February2011).http://www.dlib.org/dlib/january11/starr/01starr.html Visser,Ingmar.“WhyReproducibleReporting?”OpenScienceCollaboration.(October2014). http://osc.centerforopenscience.org/2014/10/30/reproducible-reporting/ -10-
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