{"id":"https://openalex.org/W3087990158","doi":"https://doi.org/10.3233/jid190020","title":"Leveraging Big Data and Machine Learning for Digital Transformation","display_name":"Leveraging Big Data and Machine Learning for Digital Transformation","publication_year":2020,"publication_date":"2020-09-08","ids":{"openalex":"https://openalex.org/W3087990158","doi":"https://doi.org/10.3233/jid190020","mag":"3087990158"},"language":"en","primary_location":{"id":"doi:10.3233/jid190020","is_oa":true,"landing_page_url":"https://doi.org/10.3233/jid190020","pdf_url":"https://content.iospress.com:443/download/journal-of-integrated-design-and-process-science/jid190020?id=journal-of-integrated-design-and-process-science%2Fjid190020","source":{"id":"https://openalex.org/S4210168637","display_name":"Journal of Integrated Design and Process Science","issn_l":"1092-0617","issn":["1092-0617","1875-8959"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Integrated Design and Process Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://content.iospress.com:443/download/journal-of-integrated-design-and-process-science/jid190020?id=journal-of-integrated-design-and-process-science%2Fjid190020","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019285678","display_name":"Jingwei Huang","orcid":"https://orcid.org/0000-0003-2155-6107"},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jingwei Huang","raw_affiliation_strings":["Department of Engineering Management and Systems Engineering, Old Dominion University, Norfolk, VA 23529, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering Management and Systems Engineering, Old Dominion University, Norfolk, VA 23529, USA","institution_ids":["https://openalex.org/I81365321"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5019285678"],"corresponding_institution_ids":["https://openalex.org/I81365321"],"apc_list":null,"apc_paid":null,"fwci":0.7786,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77830565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"23","issue":"3","first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.7809000015258789,"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":0.7809000015258789,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7454948425292969},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"Digital transformation","score":0.6606627702713013},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.6602938771247864},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6599072217941284},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5274926424026489},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4192986786365509},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32429078221321106},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.25071462988853455},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2458687722682953}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7454948425292969},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.6606627702713013},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.6602938771247864},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6599072217941284},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5274926424026489},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4192986786365509},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32429078221321106},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.25071462988853455},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2458687722682953},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jid190020","is_oa":true,"landing_page_url":"https://doi.org/10.3233/jid190020","pdf_url":"https://content.iospress.com:443/download/journal-of-integrated-design-and-process-science/jid190020?id=journal-of-integrated-design-and-process-science%2Fjid190020","source":{"id":"https://openalex.org/S4210168637","display_name":"Journal of Integrated Design and Process Science","issn_l":"1092-0617","issn":["1092-0617","1875-8959"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Integrated Design and Process Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3233/jid190020","is_oa":true,"landing_page_url":"https://doi.org/10.3233/jid190020","pdf_url":"https://content.iospress.com:443/download/journal-of-integrated-design-and-process-science/jid190020?id=journal-of-integrated-design-and-process-science%2Fjid190020","source":{"id":"https://openalex.org/S4210168637","display_name":"Journal of Integrated Design and Process Science","issn_l":"1092-0617","issn":["1092-0617","1875-8959"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Integrated Design and Process Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3087990158.pdf","grobid_xml":"https://content.openalex.org/works/W3087990158.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2112796928","https://openalex.org/W2163605009","https://openalex.org/W2165698076","https://openalex.org/W2302541206","https://openalex.org/W2395579298","https://openalex.org/W2895708173","https://openalex.org/W4247574467","https://openalex.org/W6684207430","https://openalex.org/W6712678549","https://openalex.org/W6755614824","https://openalex.org/W6760385162"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2551093110","https://openalex.org/W2148016376","https://openalex.org/W4237919137","https://openalex.org/W3184179822","https://openalex.org/W3095362084","https://openalex.org/W3003361536"],"abstract_inverted_index":{"The":[0],"fast":[1,85],"diffusion":[2],"of":[3,10,72,87,96,109,123,157],"new":[4,110],"technologies":[5,131],"such":[6],"as":[7],"the":[8,69,77,82,107,121,129,137,142,147,158],"Internet":[9],"Things":[11],"(IoT),":[12],"Cloud":[13],"Computing,":[14,18],"Wireless":[15],"Communication,":[16],"Mobile":[17],"Big":[19],"Data,":[20],"AI":[21],"(including":[22],"Machine":[23],"Learning),":[24],"Cyber-Physical":[25],"Systems,":[26],"Blockchain,":[27],"and":[28,44,62,74,76,90,105,113,128,134,162,171],"others,":[29],"has":[30],"been":[31,153],"leading":[32],"to":[33,139,164,167,169,172],"a":[34],"pervasive":[35],"digital":[36,51,54,56,58,60,63,70,88,103],"transformation":[37,118,127],"In":[38],"this":[39],"transformation,":[40],"many":[41,155,165],"traditional":[42],"artifacts":[43,73],"business":[45],"processes":[46,75],"are":[47,132],"digitalized.":[48],"Examples":[49],"include":[50],"medical":[52],"records,":[53],"media,":[55],"currencies,":[57],"twin,":[59],"manufacturing,":[61],"engineering":[64],"(US":[65],"DoD,":[66],"2018).":[67],"Beyond":[68],"forms":[71],"associated":[78,130],"big":[79],"data":[80],"phenomenon,":[81],"digitalization":[83],"enables":[84,94,99],"dissemination":[86],"information":[89],"much-enhanced":[91],"knowledge":[92,115],"sharing,":[93],"virtualization":[95],"various":[97],"services,":[98],"innovations":[100],"by":[101],"leveraging":[102],"technologies,":[104],"fosters":[106],"creation":[108],"\"data":[111],"products\"":[112],"\"digital":[114],"products\".":[116],"Digital":[117,126],"is":[119],"reshaping":[120],"landscape":[122],"systems":[124],"design":[125],"efficiently":[133],"effectively":[135],"helping":[136],"world":[138],"cope":[140],"with":[141],"challenging":[143],"Covid-19":[144],"pandemic.":[145],"On":[146],"other":[148],"hand,":[149],"they":[150],"have":[151],"also":[152],"impacting":[154],"aspects":[156],"fast-transforming":[159],"human":[160],"society":[161],"lead":[163],"issues":[166],"deal,":[168],"think,":[170],"explore.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-09T13:55:54.758798","created_date":"2025-10-10T00:00:00"}
