{"id":"https://openalex.org/W4407601108","doi":"https://doi.org/10.1007/s10845-025-02570-z","title":"Data management in industry: concepts, systematic review and future directions","display_name":"Data management in industry: concepts, systematic review and future directions","publication_year":2025,"publication_date":"2025-02-15","ids":{"openalex":"https://openalex.org/W4407601108","doi":"https://doi.org/10.1007/s10845-025-02570-z"},"language":"en","primary_location":{"id":"doi:10.1007/s10845-025-02570-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10845-025-02570-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10845-025-02570-z.pdf","source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10845-025-02570-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048242286","display_name":"Nelson Freitas","orcid":"https://orcid.org/0000-0003-4616-0723"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Nelson Freitas","raw_affiliation_strings":["NOVA School of Science and Technology, Center of Technology and Systems (UNINOVA-CTS) and Associated Lab of Intelligent Systems (LASI), NOVA University Lisbon, 2829-516, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"NOVA School of Science and Technology, Center of Technology and Systems (UNINOVA-CTS) and Associated Lab of Intelligent Systems (LASI), NOVA University Lisbon, 2829-516, Lisbon, Portugal","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047741826","display_name":"Andr\u00e9 Dion\u00edsio Rocha","orcid":"https://orcid.org/0000-0003-0874-7099"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Andre Dionisio Rocha","raw_affiliation_strings":["NOVA School of Science and Technology, Center of Technology and Systems (UNINOVA-CTS) and Associated Lab of Intelligent Systems (LASI), NOVA University Lisbon, 2829-516, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"NOVA School of Science and Technology, Center of Technology and Systems (UNINOVA-CTS) and Associated Lab of Intelligent Systems (LASI), NOVA University Lisbon, 2829-516, Lisbon, Portugal","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071443910","display_name":"Jos\u00e9 Barata","orcid":"https://orcid.org/0000-0002-6348-1847"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jose Barata","raw_affiliation_strings":["NOVA School of Science and Technology, Center of Technology and Systems (UNINOVA-CTS) and Associated Lab of Intelligent Systems (LASI), NOVA University Lisbon, 2829-516, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"NOVA School of Science and Technology, Center of Technology and Systems (UNINOVA-CTS) and Associated Lab of Intelligent Systems (LASI), NOVA University Lisbon, 2829-516, Lisbon, Portugal","institution_ids":["https://openalex.org/I83558840"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5048242286"],"corresponding_institution_ids":["https://openalex.org/I83558840"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":9.3793,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.97149244,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"37","issue":"2","first_page":"799","last_page":"827"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9954000115394592,"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"}},{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.972599983215332,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scopus","display_name":"Scopus","score":0.7400659322738647},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.6509230732917786},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.6007646322250366},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5742917060852051},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5563496947288513},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.543971598148346},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5287278294563293},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.47084614634513855},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4364871680736542},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.3981294333934784},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.36234891414642334},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2853805124759674},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.23461055755615234},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.10238242149353027},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08149400353431702}],"concepts":[{"id":"https://openalex.org/C83867959","wikidata":"https://www.wikidata.org/wiki/Q371467","display_name":"Scopus","level":3,"score":0.7400659322738647},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.6509230732917786},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.6007646322250366},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5742917060852051},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5563496947288513},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.543971598148346},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5287278294563293},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.47084614634513855},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4364871680736542},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3981294333934784},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.36234891414642334},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2853805124759674},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23461055755615234},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.10238242149353027},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08149400353431702},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10845-025-02570-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10845-025-02570-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10845-025-02570-z.pdf","source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},{"id":"pmh:oai:run.unl.pt:10362/185013","is_oa":true,"landing_page_url":"http://hdl.handle.net/10362/185013","pdf_url":"https://run.unl.pt/bitstream/10362/185013/1/_Eds._2025_.pdf","source":{"id":"https://openalex.org/S4306400678","display_name":"Universidade Nova de Lisboa's Repository (Universidade Nova de Lisboa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83558840","host_organization_name":"Universidade Nova de Lisboa","host_organization_lineage":["https://openalex.org/I83558840"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s10845-025-02570-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10845-025-02570-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10845-025-02570-z.pdf","source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2582522631","display_name":null,"funder_award_id":"Funda\u00e7\u00e3o para a Ci\u00eancia e Tecnologia","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G3080209416","display_name":null,"funder_award_id":"UIDB/00066/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G3272457656","display_name":null,"funder_award_id":"UIDB/","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G943999617","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320323459","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89"},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407601108.pdf","grobid_xml":"https://content.openalex.org/works/W4407601108.grobid-xml"},"referenced_works_count":138,"referenced_works":["https://openalex.org/W1979072344","https://openalex.org/W2248024594","https://openalex.org/W2296678496","https://openalex.org/W2496223507","https://openalex.org/W2599954636","https://openalex.org/W2608189090","https://openalex.org/W2773910439","https://openalex.org/W2789510652","https://openalex.org/W2796950926","https://openalex.org/W2798021716","https://openalex.org/W2884006045","https://openalex.org/W2886348633","https://openalex.org/W2887575872","https://openalex.org/W2896104992","https://openalex.org/W2902323097","https://openalex.org/W2904941476","https://openalex.org/W2908423550","https://openalex.org/W2909445826","https://openalex.org/W2928979328","https://openalex.org/W2941204645","https://openalex.org/W2944122571","https://openalex.org/W2948312633","https://openalex.org/W2953287140","https://openalex.org/W2953595181","https://openalex.org/W2954872558","https://openalex.org/W2960995627","https://openalex.org/W2965821417","https://openalex.org/W2969242820","https://openalex.org/W2970295004","https://openalex.org/W2971136000","https://openalex.org/W2971894545","https://openalex.org/W2972624041","https://openalex.org/W2976017899","https://openalex.org/W2979325626","https://openalex.org/W2979747277","https://openalex.org/W2995158536","https://openalex.org/W2995450453","https://openalex.org/W2995561134","https://openalex.org/W3003380671","https://openalex.org/W3003965199","https://openalex.org/W3005283475","https://openalex.org/W3009364101","https://openalex.org/W3009857025","https://openalex.org/W3010371268","https://openalex.org/W3021304346","https://openalex.org/W3025860658","https://openalex.org/W3036544642","https://openalex.org/W3037921969","https://openalex.org/W3043320740","https://openalex.org/W3045571868","https://openalex.org/W3047344701","https://openalex.org/W3047418204","https://openalex.org/W3048207718","https://openalex.org/W3048258432","https://openalex.org/W3084445241","https://openalex.org/W3088702740","https://openalex.org/W3088770705","https://openalex.org/W3090586341","https://openalex.org/W3092598544","https://openalex.org/W3104279142","https://openalex.org/W3107177441","https://openalex.org/W3107926801","https://openalex.org/W3108255870","https://openalex.org/W3108643162","https://openalex.org/W3109457141","https://openalex.org/W3110547404","https://openalex.org/W3111160188","https://openalex.org/W3111277526","https://openalex.org/W3112314931","https://openalex.org/W3118346857","https://openalex.org/W3118935804","https://openalex.org/W3121374197","https://openalex.org/W3127877015","https://openalex.org/W3129819482","https://openalex.org/W3130639978","https://openalex.org/W3130929068","https://openalex.org/W3131841536","https://openalex.org/W3141335229","https://openalex.org/W3146147323","https://openalex.org/W3152157423","https://openalex.org/W3153907343","https://openalex.org/W3165938138","https://openalex.org/W3166200378","https://openalex.org/W3167919718","https://openalex.org/W3168421658","https://openalex.org/W3172053354","https://openalex.org/W3175546025","https://openalex.org/W3176405463","https://openalex.org/W3176707789","https://openalex.org/W3180992806","https://openalex.org/W3186548779","https://openalex.org/W3191689311","https://openalex.org/W3192224997","https://openalex.org/W3194396612","https://openalex.org/W3194412574","https://openalex.org/W3199707301","https://openalex.org/W3200661876","https://openalex.org/W3207337658","https://openalex.org/W3211870954","https://openalex.org/W3211963565","https://openalex.org/W3217196934","https://openalex.org/W4212994313","https://openalex.org/W4220835020","https://openalex.org/W4221027009","https://openalex.org/W4234753375","https://openalex.org/W4281622058","https://openalex.org/W4283528613","https://openalex.org/W4283699881","https://openalex.org/W4285128558","https://openalex.org/W4285255867","https://openalex.org/W4291366336","https://openalex.org/W4296071504","https://openalex.org/W4296311778","https://openalex.org/W4297098408","https://openalex.org/W4298001587","https://openalex.org/W4308547963","https://openalex.org/W4311788315","https://openalex.org/W4311791769","https://openalex.org/W4312884991","https://openalex.org/W4313898553","https://openalex.org/W4315881440","https://openalex.org/W4318185132","https://openalex.org/W4319228357","https://openalex.org/W4321483840","https://openalex.org/W4367322232","https://openalex.org/W4379232747","https://openalex.org/W4382751791","https://openalex.org/W4385638936","https://openalex.org/W4385834004","https://openalex.org/W4385999511","https://openalex.org/W4386706942","https://openalex.org/W4386766746","https://openalex.org/W4386882428","https://openalex.org/W6690887911","https://openalex.org/W6775875647","https://openalex.org/W6850213400","https://openalex.org/W6856896464","https://openalex.org/W7000432734"],"related_works":["https://openalex.org/W4389095033","https://openalex.org/W3140300071","https://openalex.org/W2018488738","https://openalex.org/W2552566180","https://openalex.org/W4233273178","https://openalex.org/W4210604288","https://openalex.org/W4380081217","https://openalex.org/W2120516750","https://openalex.org/W4288434538","https://openalex.org/W4385436685"],"abstract_inverted_index":{"Abstract":[0],"Data":[1],"management,":[2,42,97],"particularly":[3],"in":[4,48,55,57,91],"industrial":[5,38],"environments,":[6],"is":[7],"increasingly":[8],"vital":[9],"due":[10],"to":[11,22,32,52,75],"the":[12,34,58,79,100],"necessity":[13],"of":[14,18,60,69,78,95,103],"handling":[15],"ever-growing":[16],"volumes":[17],"information,":[19],"commonly":[20],"referred":[21],"as":[23],"big":[24],"data.":[25],"This":[26],"survey":[27,86],"delves":[28],"into":[29],"various":[30],"papers":[31],"comprehend":[33],"practices":[35],"employed":[36],"within":[37,99],"settings":[39],"concerning":[40],"data":[41,53,80,96,121],"by":[43],"searching":[44],"for":[45,115],"relevant":[46],"keywords":[47],"Q1":[49],"Journals":[50],"related":[51,74],"management":[54,81,122],"manufacturing":[56],"databases":[59],"WebOfScience,":[61],"Scopus":[62],"and":[63,72,119],"IEEE.":[64],"Additionally,":[65],"a":[66,89],"contextual":[67],"overview":[68],"core":[70],"concepts":[71],"methods":[73],"different":[76],"aspects":[77],"process":[82],"was":[83],"conducted.":[84],"The":[85,107],"results":[87],"indicate":[88],"deficiency":[90],"methodology":[92],"across":[93],"implementations":[94],"even":[98],"same":[101],"types":[102],"industry":[104],"or":[105],"processes.":[106],"findings":[108],"also":[109],"highlight":[110],"several":[111],"key":[112],"principles":[113],"essential":[114],"constructing":[116],"an":[117],"efficient":[118],"optimized":[120],"system.":[123]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}
