{"id":"https://openalex.org/W2790988870","doi":"https://doi.org/10.3390/informatics5010014","title":"Utilizing Provenance in Reusable Research Objects","display_name":"Utilizing Provenance in Reusable Research Objects","publication_year":2018,"publication_date":"2018-03-08","ids":{"openalex":"https://openalex.org/W2790988870","doi":"https://doi.org/10.3390/informatics5010014","mag":"2790988870"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics5010014","pdf_url":"https://www.mdpi.com/2227-9709/5/1/14/pdf?version=1520584560","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2227-9709/5/1/14/pdf?version=1520584560","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114832227","display_name":"Zhihao Yuan","orcid":"https://orcid.org/0000-0003-3100-1252"},"institutions":[{"id":"https://openalex.org/I118353179","display_name":"DePaul University","ror":"https://ror.org/04xtx5t16","country_code":"US","type":"funder","lineage":["https://openalex.org/I118353179"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhihao Yuan","raw_affiliation_strings":["School of Computing, DePaul University, Chicago, IL 60604, USA"],"affiliations":[{"raw_affiliation_string":"School of Computing, DePaul University, Chicago, IL 60604, USA","institution_ids":["https://openalex.org/I118353179"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038763232","display_name":"Dai Hai Ton That","orcid":"https://orcid.org/0000-0002-3935-2471"},"institutions":[{"id":"https://openalex.org/I118353179","display_name":"DePaul University","ror":"https://ror.org/04xtx5t16","country_code":"US","type":"funder","lineage":["https://openalex.org/I118353179"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dai Hai Ton That","raw_affiliation_strings":["School of Computing, DePaul University, Chicago, IL 60604, USA"],"affiliations":[{"raw_affiliation_string":"School of Computing, DePaul University, Chicago, IL 60604, USA","institution_ids":["https://openalex.org/I118353179"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075780537","display_name":"Siddhant Kothari","orcid":null},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"funder","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siddhant Kothari","raw_affiliation_strings":["Department of Computer Science, University of Chicago, Chicago, IL 60637, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Chicago, Chicago, IL 60637, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047444714","display_name":"Gabriel Fils","orcid":null},"institutions":[{"id":"https://openalex.org/I118353179","display_name":"DePaul University","ror":"https://ror.org/04xtx5t16","country_code":"US","type":"funder","lineage":["https://openalex.org/I118353179"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gabriel Fils","raw_affiliation_strings":["School of Computing, DePaul University, Chicago, IL 60604, USA"],"affiliations":[{"raw_affiliation_string":"School of Computing, DePaul University, Chicago, IL 60604, USA","institution_ids":["https://openalex.org/I118353179"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071436717","display_name":"Tanu Malik","orcid":"https://orcid.org/0009-0007-9656-727X"},"institutions":[{"id":"https://openalex.org/I118353179","display_name":"DePaul University","ror":"https://ror.org/04xtx5t16","country_code":"US","type":"funder","lineage":["https://openalex.org/I118353179"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tanu Malik","raw_affiliation_strings":["School of Computing, DePaul University, Chicago, IL 60604, USA"],"affiliations":[{"raw_affiliation_string":"School of Computing, DePaul University, Chicago, IL 60604, USA","institution_ids":["https://openalex.org/I118353179"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5071436717"],"corresponding_institution_ids":["https://openalex.org/I118353179"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":5.936,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":14,"citation_normalized_percentile":{"value":0.943873,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":88},"biblio":{"volume":"5","issue":"1","first_page":"14","last_page":"14"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9999,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9999,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.9978,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9939,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/object-oriented-design","display_name":"Object-oriented design","score":0.4523833},{"id":"https://openalex.org/keywords/unique-identifier","display_name":"Unique identifier","score":0.45196563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.83351284},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7700091},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.7668903},{"id":"https://openalex.org/C154504017","wikidata":"https://www.wikidata.org/wiki/Q853614","display_name":"Identifier","level":2,"score":0.7454945},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.5654546},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5617445},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5372534},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.48095647},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.45371825},{"id":"https://openalex.org/C53073257","wikidata":"https://www.wikidata.org/wiki/Q7075021","display_name":"Object-oriented design","level":3,"score":0.4523833},{"id":"https://openalex.org/C119839945","wikidata":"https://www.wikidata.org/wiki/Q6545185","display_name":"Unique identifier","level":3,"score":0.45196563},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.45144862},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4346244},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41199034},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3763001},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33134007},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2733495},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.23580885},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1939564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1319159},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics5010014","pdf_url":"https://www.mdpi.com/2227-9709/5/1/14/pdf?version=1520584560","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/1806.06452","pdf_url":"https://arxiv.org/pdf/1806.06452","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://api.datacite.org/dois/10.48550/arxiv.1806.06452","pdf_url":null,"source":{"id":"https://openalex.org/S4393179698","display_name":"DataCite API","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I4210145204","host_organization_name":"DataCite","host_organization_lineage":["https://openalex.org/I4210145204"],"host_organization_lineage_names":["DataCite"],"type":"metadata"},"license":null,"license_id":null,"version":null}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics5010014","pdf_url":"https://www.mdpi.com/2227-9709/5/1/14/pdf?version=1520584560","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation","award_id":"ICER-1440327"},{"funder":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation","award_id":"ICER-1639759"},{"funder":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation","award_id":"ICER-1661918"},{"funder":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation","award_id":"ICER-1343816"}],"datasets":[],"versions":["https://openalex.org/W2790988870","https://openalex.org/W3104577657"],"referenced_works_count":29,"referenced_works":["https://openalex.org/W100800462","https://openalex.org/W1486294873","https://openalex.org/W1526025733","https://openalex.org/W1582664144","https://openalex.org/W168132470","https://openalex.org/W1808474944","https://openalex.org/W1821981979","https://openalex.org/W1906647448","https://openalex.org/W1966517122","https://openalex.org/W1990600049","https://openalex.org/W2003417611","https://openalex.org/W2028615121","https://openalex.org/W2031934506","https://openalex.org/W2049776754","https://openalex.org/W2068069008","https://openalex.org/W2082116001","https://openalex.org/W2125580539","https://openalex.org/W2128105693","https://openalex.org/W2136482257","https://openalex.org/W2146917903","https://openalex.org/W2164516301","https://openalex.org/W2219256908","https://openalex.org/W2403465975","https://openalex.org/W2580081096","https://openalex.org/W2594164178","https://openalex.org/W269919247","https://openalex.org/W2962678654","https://openalex.org/W2998583855","https://openalex.org/W3124716049"],"related_works":["https://openalex.org/W4301062032","https://openalex.org/W3130054399","https://openalex.org/W2608983118","https://openalex.org/W2413664130","https://openalex.org/W2413568490","https://openalex.org/W2390627310","https://openalex.org/W2343500026","https://openalex.org/W2319837024","https://openalex.org/W2051731675","https://openalex.org/W1913624564"],"abstract_inverted_index":{"Science":[0],"is":[1,79,103],"conducted":[2],"collaboratively,":[3],"often":[4,41,104],"requiring":[5],"the":[6,83,105,164,185,199,215],"sharing":[7,84],"of":[8,67,70,85,134,146,169,219],"knowledge":[9],"about":[10],"computational":[11,71,86],"experiments.":[12,72,87],"When":[13],"experiments":[14],"include":[15],"only":[16,37],"datasets,":[17,38],"they":[18],"can":[19,120],"be":[20,91],"shared":[21,98],"using":[22],"Uniform":[23],"Resource":[24],"Identifiers":[25,30],"(URIs)":[26],"or":[27],"Digital":[28],"Object":[29,53],"(DOIs).":[31],"An":[32],"experiment,":[33],"however,":[34],"seldom":[35],"includes":[36,42],"but":[39],"more":[40],"software,":[43],"its":[44],"past":[45,167],"execution,":[46,129],"provenance,":[47],"and":[48,60,65,141,166,184,196,217],"associated":[49],"documentation.":[50],"The":[51,173],"Research":[52],"has":[54],"recently":[55],"emerged":[56],"as":[57],"a":[58,74,126,132,135,147,170,177,189,203],"comprehensive":[59],"systematic":[61],"method":[62,175,187],"for":[63,82,138,150],"aggregation":[64,78],"identification":[66],"diverse":[68],"elements":[69],"While":[73],"necessary":[75],"method,":[76],"mere":[77],"not":[80],"sufficient":[81],"Other":[88],"users":[89],"must":[90],"able":[92],"to":[93,107,123,130,142,157,201,207],"easily":[94],"recompute":[95],"on":[96],"these":[97],"research":[99,118,136,148,171],"objects.":[100],"Computational":[101],"provenance":[102,122,159],"key":[106],"enable":[108],"such":[109],"reuse.":[110,152],"In":[111],"this":[112],"paper,":[113],"we":[114,213],"show":[115,214],"how":[116],"reusable":[117],"objects":[119],"utilize":[121],"correctly":[124],"repeat":[125],"previous":[127],"reference":[128],"construct":[131],"subset":[133],"object":[137,149],"partial":[139],"reuse,":[140],"reuse":[143],"existing":[144],"contents":[145,165],"modified":[151],"We":[153],"describe":[154],"two":[155],"methods":[156],"summarize":[158],"that":[160],"aid":[161],"in":[162],"understanding":[163],"executions":[168],"object.":[172],"first":[174],"obtains":[176,188],"process-view":[178],"by":[179,192],"collapsing":[180],"low-level":[181],"system":[182],"information,":[183],"second":[186],"summary":[190],"graph":[191,204],"grouping":[193],"related":[194],"nodes":[195],"edges":[197],"with":[198],"goal":[200],"obtain":[202],"view":[205],"similar":[206],"application":[208],"workflow.":[209],"Through":[210],"detailed":[211],"experiments,":[212],"efficacy":[216],"efficiency":[218],"our":[220],"algorithms.":[221]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2790988870","counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2}],"updated_date":"2025-04-24T08:45:46.793854","created_date":"2018-03-29"}