{"id":"https://openalex.org/W3207565357","doi":"https://doi.org/10.1145/3477911.3477924","title":"Converting Manufacturing Companies into Data-Driven Enterprises: an Evaluation of the Transformation Model","display_name":"Converting Manufacturing Companies into Data-Driven Enterprises: an Evaluation of the Transformation Model","publication_year":2021,"publication_date":"2021-07-13","ids":{"openalex":"https://openalex.org/W3207565357","doi":"https://doi.org/10.1145/3477911.3477924","mag":"3207565357"},"language":"en","primary_location":{"id":"doi:10.1145/3477911.3477924","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3477911.3477924","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 7th International Conference on Computer Technology Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026195138","display_name":"Vitaliy Mezhuyev","orcid":"https://orcid.org/0000-0002-9335-6131"},"institutions":[{"id":"https://openalex.org/I103365165","display_name":"FH JOANNEUM University of Applied Sciences","ror":"https://ror.org/03kkbqm48","country_code":"AT","type":"education","lineage":["https://openalex.org/I103365165"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Vitaliy Mezhuyev","raw_affiliation_strings":["FH Joanneum University of Applied Scien, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FH Joanneum University of Applied Scien, Austria","institution_ids":["https://openalex.org/I103365165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043468004","display_name":"Martin Tschandl","orcid":"https://orcid.org/0000-0002-0495-9556"},"institutions":[{"id":"https://openalex.org/I103365165","display_name":"FH JOANNEUM University of Applied Sciences","ror":"https://ror.org/03kkbqm48","country_code":"AT","type":"education","lineage":["https://openalex.org/I103365165"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Martin Tschandl","raw_affiliation_strings":["FH Joanneum University of Applied Sciences, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FH Joanneum University of Applied Sciences, Austria","institution_ids":["https://openalex.org/I103365165"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077454772","display_name":"Matthias Mayr","orcid":"https://orcid.org/0000-0002-2780-1233"},"institutions":[{"id":"https://openalex.org/I103365165","display_name":"FH JOANNEUM University of Applied Sciences","ror":"https://ror.org/03kkbqm48","country_code":"AT","type":"education","lineage":["https://openalex.org/I103365165"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Matthias Mayr","raw_affiliation_strings":["FH Joanneum University of Applied Sciences, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FH Joanneum University of Applied Sciences, Austria","institution_ids":["https://openalex.org/I103365165"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3023,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.6583196,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"80","last_page":"85"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.968999981880188,"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/T14306","display_name":"Technology Assessment and Management","score":0.9571999907493591,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/strengths-and-weaknesses","display_name":"Strengths and weaknesses","score":0.6486986875534058},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"Digital transformation","score":0.6365792751312256},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.617411732673645},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.5895199775695801},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5889888405799866},{"id":"https://openalex.org/keywords/capability-maturity-model","display_name":"Capability Maturity Model","score":0.554556667804718},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5532832741737366},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5249952077865601},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.51697838306427},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.501598596572876},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.47169116139411926},{"id":"https://openalex.org/keywords/maturity","display_name":"Maturity (psychological)","score":0.42506468296051025},{"id":"https://openalex.org/keywords/manufacturing","display_name":"Manufacturing","score":0.42321449518203735},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4101814329624176},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39308443665504456},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.36904191970825195},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.25717127323150635},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1520436406135559},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.14635297656059265},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.12045201659202576},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.09756991267204285}],"concepts":[{"id":"https://openalex.org/C63882131","wikidata":"https://www.wikidata.org/wiki/Q17122954","display_name":"Strengths and weaknesses","level":2,"score":0.6486986875534058},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.6365792751312256},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.617411732673645},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.5895199775695801},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5889888405799866},{"id":"https://openalex.org/C85890633","wikidata":"https://www.wikidata.org/wiki/Q929673","display_name":"Capability Maturity Model","level":3,"score":0.554556667804718},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5532832741737366},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5249952077865601},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.51697838306427},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.501598596572876},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.47169116139411926},{"id":"https://openalex.org/C101433766","wikidata":"https://www.wikidata.org/wiki/Q3543263","display_name":"Maturity (psychological)","level":2,"score":0.42506468296051025},{"id":"https://openalex.org/C175700187","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing","level":2,"score":0.42321449518203735},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4101814329624176},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39308443665504456},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.36904191970825195},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.25717127323150635},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1520436406135559},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.14635297656059265},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.12045201659202576},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.09756991267204285},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3477911.3477924","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3477911.3477924","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 7th International Conference on Computer Technology Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1554635649","https://openalex.org/W1969856499","https://openalex.org/W1996220078","https://openalex.org/W2568785997","https://openalex.org/W3011681566","https://openalex.org/W3012051075"],"related_works":["https://openalex.org/W4295769391","https://openalex.org/W2972220648","https://openalex.org/W2332667808","https://openalex.org/W1997921863","https://openalex.org/W3112960490","https://openalex.org/W93605524","https://openalex.org/W2021145421","https://openalex.org/W821271700","https://openalex.org/W3034281292","https://openalex.org/W3209011168"],"abstract_inverted_index":{"Several":[0],"approaches":[1],"can":[2],"be":[3,134],"found":[4],"in":[5,38],"the":[6,10,64,67,75,93,97,138,143],"literature":[7],"to":[8,23,117,120,142],"describe":[9],"transformation":[11,27,123],"of":[12,66,77,111,137,146],"companies":[13,113],"into":[14,124],"data-driven":[15,126],"enterprises.":[16],"A":[17,128],"comparative":[18],"framework":[19],"was":[20,36,100],"set":[21],"up":[22],"objectively":[24],"evaluate":[25],"such":[26],"models":[28],"As":[29],"an":[30,71,135],"additional":[31],"result,":[32],"a":[33,115,122,125],"new":[34],"model":[35,69,99,141],"derived,":[37],"which":[39],"six":[40],"steps":[41],"were":[42,84],"finally":[43],"included:":[44],"Research":[45],"and":[46,58,82,86,119],"Preparation,":[47],"Digital":[48],"Maturity":[49],"Level":[50],"Assessment,":[51],"Target":[52],"Definition,":[53],"Gap":[54],"Analysis,":[55],"Identifying":[56],"Measures":[57],"Implementation.":[59],"This":[60],"paper":[61],"concentrates":[62],"on":[63],"validation":[65],"proposed":[68,98,139],"by":[70],"expert":[72,94],"panel.":[73],"Through":[74],"responses":[76],"20":[78],"experts,":[79],"potential":[80],"strengths":[81],"weaknesses":[83],"revealed":[85],"analyzed":[87],"using":[88],"statistical":[89],"methods.":[90],"In":[91],"summary,":[92],"attitude":[95],"towards":[96],"supportive":[101],"throughout":[102],"all":[103],"evaluation":[104],"dimensions.":[105],"Thus,":[106],"this":[107],"work":[108],"provides":[109],"executives":[110],"manufacturing":[112,147],"with":[114],"roadmap":[116],"plan":[118],"perform":[121],"enterprise.":[127],"direction":[129],"for":[130],"further":[131],"research":[132],"would":[133],"adaptation":[136],"general":[140],"specific":[144],"needs":[145],"companies.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}