{"id":"https://openalex.org/W3158613175","doi":"https://doi.org/10.1108/jeim-09-2020-0361","title":"Machine learning applications for sustainable manufacturing: a bibliometric-based review for future research","display_name":"Machine learning applications for sustainable manufacturing: a bibliometric-based review for future research","publication_year":2021,"publication_date":"2021-05-06","ids":{"openalex":"https://openalex.org/W3158613175","doi":"https://doi.org/10.1108/jeim-09-2020-0361","mag":"3158613175"},"language":"en","primary_location":{"id":"doi:10.1108/jeim-09-2020-0361","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jeim-09-2020-0361","pdf_url":null,"source":{"id":"https://openalex.org/S141478581","display_name":"Journal of Enterprise Information Management","issn_l":"1741-0398","issn":["1741-0398","1758-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Enterprise Information Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10545/625752","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008401946","display_name":"Anbesh Jamwal","orcid":"https://orcid.org/0000-0003-4025-7145"},"institutions":[{"id":"https://openalex.org/I83205935","display_name":"Malaviya National Institute of Technology Jaipur","ror":"https://ror.org/0077k1j32","country_code":"IN","type":"education","lineage":["https://openalex.org/I83205935"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anbesh Jamwal","raw_affiliation_strings":["Malaviya National Institute of Technology, Jaipur, India"],"raw_orcid":"https://orcid.org/0000-0003-4025-7145","affiliations":[{"raw_affiliation_string":"Malaviya National Institute of Technology, Jaipur, India","institution_ids":["https://openalex.org/I83205935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064988564","display_name":"Rajeev Agrawal","orcid":"https://orcid.org/0000-0001-9158-8329"},"institutions":[{"id":"https://openalex.org/I83205935","display_name":"Malaviya National Institute of Technology Jaipur","ror":"https://ror.org/0077k1j32","country_code":"IN","type":"education","lineage":["https://openalex.org/I83205935"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajeev Agrawal","raw_affiliation_strings":["Malaviya National Institute of Technology, Jaipur, India"],"raw_orcid":"https://orcid.org/0000-0001-9158-8329","affiliations":[{"raw_affiliation_string":"Malaviya National Institute of Technology, Jaipur, India","institution_ids":["https://openalex.org/I83205935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058489655","display_name":"Monica Sharma","orcid":"https://orcid.org/0000-0001-7369-8428"},"institutions":[{"id":"https://openalex.org/I83205935","display_name":"Malaviya National Institute of Technology Jaipur","ror":"https://ror.org/0077k1j32","country_code":"IN","type":"education","lineage":["https://openalex.org/I83205935"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Monica Sharma","raw_affiliation_strings":["Malaviya National Institute of Technology, Jaipur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Malaviya National Institute of Technology, Jaipur, India","institution_ids":["https://openalex.org/I83205935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082043453","display_name":"Anil Kumar","orcid":"https://orcid.org/0000-0002-1691-0098"},"institutions":[{"id":"https://openalex.org/I126193024","display_name":"London Metropolitan University","ror":"https://ror.org/00ae33288","country_code":"GB","type":"education","lineage":["https://openalex.org/I126193024"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Anil Kumar","raw_affiliation_strings":["Guildhall School of Business and Law, London Metropolitan University, London, UK"],"raw_orcid":"https://orcid.org/0000-0002-1691-0098","affiliations":[{"raw_affiliation_string":"Guildhall School of Business and Law, London Metropolitan University, London, UK","institution_ids":["https://openalex.org/I126193024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100694308","display_name":"Prof Vikas Kumar","orcid":"https://orcid.org/0000-0002-8062-7123"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Vikas Kumar","raw_affiliation_strings":["Bristol Business School, University of the West of England Bristol, Bristol, UK"],"raw_orcid":"https://orcid.org/0000-0002-8062-7123","affiliations":[{"raw_affiliation_string":"Bristol Business School, University of the West of England Bristol, Bristol, UK","institution_ids":["https://openalex.org/I178535277"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016950841","display_name":"Jose Arturo Garza\u2010Reyes","orcid":"https://orcid.org/0000-0002-5493-877X"},"institutions":[{"id":"https://openalex.org/I22128151","display_name":"University of Derby","ror":"https://ror.org/02yhrrk59","country_code":"GB","type":"education","lineage":["https://openalex.org/I22128151"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jose Arturo Arturo Garza-Reyes","raw_affiliation_strings":["Centre for Supply Chain Improvement, University of Derby, Derby, UK"],"raw_orcid":"https://orcid.org/0000-0002-5493-877X","affiliations":[{"raw_affiliation_string":"Centre for Supply Chain Improvement, University of Derby, Derby, UK","institution_ids":["https://openalex.org/I22128151"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":14.8543,"has_fulltext":false,"cited_by_count":99,"citation_normalized_percentile":{"value":0.98985295,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"35","issue":"2","first_page":"566","last_page":"596"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T10763","display_name":"Digital Transformation in Industry","score":0.9926999807357788,"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/T10880","display_name":"Environmental Sustainability in Business","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/originality","display_name":"Originality","score":0.8668332099914551},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.5852935314178467},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5085078477859497},{"id":"https://openalex.org/keywords/bibliometrics","display_name":"Bibliometrics","score":0.4921671748161316},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.44788098335266113},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43361443281173706},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41062334179878235},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.39006733894348145},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.37089672684669495},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.3357333838939667},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.16062992811203003},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.08785626292228699},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.07480338215827942}],"concepts":[{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.8668332099914551},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.5852935314178467},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5085078477859497},{"id":"https://openalex.org/C178315738","wikidata":"https://www.wikidata.org/wiki/Q603441","display_name":"Bibliometrics","level":2,"score":0.4921671748161316},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.44788098335266113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43361443281173706},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41062334179878235},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.39006733894348145},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.37089672684669495},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3357333838939667},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.16062992811203003},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.08785626292228699},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.07480338215827942},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1108/jeim-09-2020-0361","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jeim-09-2020-0361","pdf_url":null,"source":{"id":"https://openalex.org/S141478581","display_name":"Journal of Enterprise Information Management","issn_l":"1741-0398","issn":["1741-0398","1758-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Enterprise Information Management","raw_type":"journal-article"},{"id":"pmh:oai:repository.londonmet.ac.uk:6516","is_oa":false,"landing_page_url":"https://repository.londonmet.ac.uk/6516/1/JEIM%202nd%20Revision.docx","pdf_url":null,"source":{"id":"https://openalex.org/S4306400140","display_name":"London Met Repository (London Metropolitan University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126193024","host_organization_name":"London Metropolitan University","host_organization_lineage":["https://openalex.org/I126193024"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:derby.openrepository.com:10545/625752","is_oa":true,"landing_page_url":"http://hdl.handle.net/10545/625752","pdf_url":null,"source":{"id":"https://openalex.org/S4306402138","display_name":"University of Derby Online Research Archive. (University of Derby)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I22128151","host_organization_name":"University of Derby","host_organization_lineage":["https://openalex.org/I22128151"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:derby.openrepository.com:10545/625752","is_oa":true,"landing_page_url":"http://hdl.handle.net/10545/625752","pdf_url":null,"source":{"id":"https://openalex.org/S4306402138","display_name":"University of Derby Online Research Archive. (University of Derby)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I22128151","host_organization_name":"University of Derby","host_organization_lineage":["https://openalex.org/I22128151"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1117743625","https://openalex.org/W1975428977","https://openalex.org/W1978611080","https://openalex.org/W1982445933","https://openalex.org/W2015550419","https://openalex.org/W2024983677","https://openalex.org/W2028372401","https://openalex.org/W2028837775","https://openalex.org/W2056499735","https://openalex.org/W2061724928","https://openalex.org/W2067835942","https://openalex.org/W2069423954","https://openalex.org/W2094189035","https://openalex.org/W2098953300","https://openalex.org/W2129924558","https://openalex.org/W2133658853","https://openalex.org/W2155132830","https://openalex.org/W2163743285","https://openalex.org/W2190869063","https://openalex.org/W2276201574","https://openalex.org/W2303531378","https://openalex.org/W2366778135","https://openalex.org/W2464234006","https://openalex.org/W2531224885","https://openalex.org/W2551343411","https://openalex.org/W2574375405","https://openalex.org/W2601486059","https://openalex.org/W2742516448","https://openalex.org/W2758606443","https://openalex.org/W2763846966","https://openalex.org/W2788989613","https://openalex.org/W2791288760","https://openalex.org/W2808847377","https://openalex.org/W2885831476","https://openalex.org/W2890098390","https://openalex.org/W2891387304","https://openalex.org/W2905864531","https://openalex.org/W2916460808","https://openalex.org/W2947402339","https://openalex.org/W2947788863","https://openalex.org/W2963296061","https://openalex.org/W2965501895","https://openalex.org/W2968279542","https://openalex.org/W2969750664","https://openalex.org/W2990079491","https://openalex.org/W3004548543","https://openalex.org/W3007397514","https://openalex.org/W3033629518","https://openalex.org/W3036992121","https://openalex.org/W3039091875","https://openalex.org/W3039465098","https://openalex.org/W3039627084","https://openalex.org/W3041975366","https://openalex.org/W3042971228","https://openalex.org/W3048281029","https://openalex.org/W3113379038","https://openalex.org/W3115033935","https://openalex.org/W3120619572","https://openalex.org/W3125505924","https://openalex.org/W4211163385"],"related_works":["https://openalex.org/W2593155302","https://openalex.org/W2041415459","https://openalex.org/W2072812638","https://openalex.org/W3126095231","https://openalex.org/W2352855287","https://openalex.org/W2378906650","https://openalex.org/W2384288445","https://openalex.org/W2382526412","https://openalex.org/W4200071106","https://openalex.org/W2347474189"],"abstract_inverted_index":{"Purpose":[0],"The":[1,35,101,128],"role":[2],"of":[3,26,32,50,78,86,94,145,154,177],"data":[4,27],"analytics":[5],"is":[6,72,126,164],"significantly":[7],"important":[8],"in":[9,47,97,159,167,180],"manufacturing":[10,33,57,106],"industries":[11,107],"as":[12],"it":[13],"holds":[14],"the":[15,23,48,61,64,75,87,121,142,168,174,186],"key":[16],"to":[17,40,115,133,138,185],"address":[18,116],"sustainability":[19],"challenges":[20],"and":[21,44,90,136,151],"handle":[22],"large":[24],"amount":[25],"generated":[28],"from":[29,110],"different":[30],"types":[31],"operations.":[34],"present":[36,62,102],"study,":[37,63],"therefore,":[38],"aims":[39],"conduct":[41],"a":[42,67,123,162],"systematic":[43],"bibliometric-based":[45],"review":[46,69,153],"applications":[49,96,179],"machine":[51],"learning":[52],"(ML)":[53],"techniques":[54,112,158],"for":[55,156],"sustainable":[56,98],"(SM).":[58],"Design/methodology/approach":[59],"In":[60],"authors":[65],"use":[66],"bibliometric":[68,152,175],"approach":[70],"that":[71],"focused":[73],"on":[74,120,141],"statistical":[76],"analysis":[77,176],"published":[79],"scientific":[80],"documents":[81],"with":[82,161],"an":[83],"unbiased":[84],"objective":[85],"current":[88],"status":[89],"future":[91],"research":[92],"potential":[93],"ML":[95,111,157,178],"manufacturing.":[99],"Findings":[100],"study":[103,172],"highlights":[104],"how":[105],"can":[108],"benefit":[109],"when":[113],"applied":[114],"SM":[117,146,160],"issues.":[118],"Based":[119],"findings,":[122],"ML-SM":[124],"framework":[125,129,163],"proposed.":[127],"will":[130],"be":[131],"helpful":[132],"researchers,":[134],"policymakers":[135],"practitioners":[137],"provide":[139],"guidelines":[140],"successful":[143],"management":[144],"practices.":[147],"Originality/value":[148],"A":[149],"comprehensive":[150],"opportunities":[155],"still":[165],"limited":[166],"available":[169],"literature.":[170],"This":[171],"addresses":[173],"SM,":[181],"which":[182],"further":[183],"adds":[184],"originality.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":28},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":16}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
