{"id":"https://openalex.org/W2574261514","doi":"https://doi.org/10.1045/january2017-proell","title":"Enabling Reproducibility for Small and Large Scale Research Data Sets","display_name":"Enabling Reproducibility for Small and Large Scale Research Data Sets","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2574261514","doi":"https://doi.org/10.1045/january2017-proell","mag":"2574261514"},"language":"en","primary_location":{"id":"doi:10.1045/january2017-proell","is_oa":true,"landing_page_url":"https://doi.org/10.1045/january2017-proell","pdf_url":null,"source":{"id":"https://openalex.org/S119508283","display_name":"D-Lib Magazine","issn_l":"1082-9873","issn":["1082-9873"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316316","host_organization_name":"Corporation for National Research Initiatives","host_organization_lineage":["https://openalex.org/P4310316316"],"host_organization_lineage_names":["Corporation for National Research Initiatives"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"D-Lib Magazine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1045/january2017-proell","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035505889","display_name":"Stefan Pr\u00f6ll","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Stefan Pr\u00f6ll","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5057690103","display_name":"Andreas Rauber","orcid":"https://orcid.org/0000-0002-9272-6225"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andreas Rauber","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5035505889"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2647,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.86486396,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"23","issue":"1/2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9958999752998352,"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":0.9958999752998352,"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":0.9921000003814697,"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/T11719","display_name":"Data Quality and Management","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reproducibility","display_name":"Reproducibility","score":0.8086841106414795},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6395226120948792},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5074061751365662},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39383119344711304},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3542816638946533},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.21353793144226074},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1813550889492035},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13134819269180298},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.0907667875289917}],"concepts":[{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.8086841106414795},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6395226120948792},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5074061751365662},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39383119344711304},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3542816638946533},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21353793144226074},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1813550889492035},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13134819269180298},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0907667875289917}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1045/january2017-proell","is_oa":true,"landing_page_url":"https://doi.org/10.1045/january2017-proell","pdf_url":null,"source":{"id":"https://openalex.org/S119508283","display_name":"D-Lib Magazine","issn_l":"1082-9873","issn":["1082-9873"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316316","host_organization_name":"Corporation for National Research Initiatives","host_organization_lineage":["https://openalex.org/P4310316316"],"host_organization_lineage_names":["Corporation for National Research Initiatives"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"D-Lib Magazine","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1045/january2017-proell","is_oa":true,"landing_page_url":"https://doi.org/10.1045/january2017-proell","pdf_url":null,"source":{"id":"https://openalex.org/S119508283","display_name":"D-Lib Magazine","issn_l":"1082-9873","issn":["1082-9873"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316316","host_organization_name":"Corporation for National Research Initiatives","host_organization_lineage":["https://openalex.org/P4310316316"],"host_organization_lineage_names":["Corporation for National Research Initiatives"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"D-Lib Magazine","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2413717610","https://openalex.org/W1973270181","https://openalex.org/W2417696084","https://openalex.org/W2368782778","https://openalex.org/W2087830269","https://openalex.org/W3106281778","https://openalex.org/W638612878","https://openalex.org/W4324138256"],"abstract_inverted_index":{"A":[0],"large":[1,60,75,141,177],"portion":[2],"of":[3,77,99,106,160,168],"scientific":[4],"results":[5],"is":[6],"based":[7,110],"on":[8,88,111],"analysing":[9],"and":[10,65,95,114,134,163,171,176],"processing":[11],"research":[12,131],"data.":[13],"In":[14,117],"order":[15],"for":[16],"an":[17,166],"eScience":[18,161],"experiment":[19],"to":[20,25,27,147],"be":[21,45,126,138],"reproducible,":[22],"we":[23,120,164],"need":[24],"able":[26],"identify":[28],"precisely":[29],"the":[30,84,154,158],"data":[31,41,62,78,108,113,132,143,149],"set":[32,98],"which":[33,53,101],"was":[34],"used":[35],"in":[36,68,128,140,174],"a":[37,46,58,93,97],"study.":[38],"Considering":[39],"evolving":[40,107],"sources":[42,109],"this":[43,82,118,123],"can":[44,125,137],"challenge,":[47,83],"as":[48],"studies":[49],"often":[50],"use":[51,172],"subsets":[52,67,105],"have":[54],"been":[55],"extracted":[56],"from":[57],"potentially":[59],"parent":[61],"set.":[63],"Exporting":[64],"storing":[66],"multiple":[69],"versions":[70],"does":[71],"not":[72],"scale":[73,130,142,178],"with":[74],"amounts":[76],"sets.":[79],"For":[80],"tackling":[81],"RDA":[85,155],"Working":[86],"Group":[87],"Data":[89],"Citation":[90],"has":[91],"developed":[92],"framework":[94],"provides":[96],"recommendations,":[100],"allow":[102],"identifying":[103],"precise":[104],"versioned":[112],"timestamped":[115],"queries.":[116],"work,":[119],"describe":[121,152],"how":[122,135,153],"method":[124],"applied":[127],"small":[129,175],"scenarios":[133],"it":[136],"implemented":[139],"facilities":[144],"having":[145],"access":[146],"sophisticated":[148],"infrastructure.":[150],"We":[151],"approach":[156],"improves":[157],"reproducibility":[159],"experiments":[162],"provide":[165],"overview":[167],"existing":[169],"pilots":[170],"cases":[173],"settings.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
