{"id":"https://openalex.org/W4388318910","doi":"https://doi.org/10.1108/jsit-11-2022-0266","title":"Machine learning for sustainable development: leveraging technology for a greener future","display_name":"Machine learning for sustainable development: leveraging technology for a greener future","publication_year":2023,"publication_date":"2023-11-03","ids":{"openalex":"https://openalex.org/W4388318910","doi":"https://doi.org/10.1108/jsit-11-2022-0266"},"language":"en","primary_location":{"id":"doi:10.1108/jsit-11-2022-0266","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jsit-11-2022-0266","pdf_url":null,"source":{"id":"https://openalex.org/S39868070","display_name":"Journal of Systems and Information Technology","issn_l":"1328-7265","issn":["1328-7265","1758-8847"],"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 Systems and Information Technology","raw_type":"journal-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/A5058608471","display_name":"Muneza Kagzi","orcid":"https://orcid.org/0000-0001-9412-9419"},"institutions":[{"id":"https://openalex.org/I213512949","display_name":"T A Pai Management Institute","ror":"https://ror.org/05saacc29","country_code":"IN","type":"education","lineage":["https://openalex.org/I213512949"]},{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Muneza Kagzi","raw_affiliation_strings":["T A Pai Management Institute, Manipal Academy of Higher Education, Manipal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"T A Pai Management Institute, Manipal Academy of Higher Education, Manipal, India","institution_ids":["https://openalex.org/I164861460","https://openalex.org/I213512949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042970164","display_name":"Sayantan Khanra","orcid":"https://orcid.org/0000-0001-6618-8542"},"institutions":[{"id":"https://openalex.org/I226983648","display_name":"Narsee Monjee Institute of Management Studies","ror":"https://ror.org/04qksbm30","country_code":"IN","type":"education","lineage":["https://openalex.org/I226983648"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sayantan Khanra","raw_affiliation_strings":["School of Business Management, Narsee Monjee Institute of Management Studies University, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business Management, Narsee Monjee Institute of Management Studies University, Mumbai, India","institution_ids":["https://openalex.org/I226983648"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074925082","display_name":"Sanjoy Kumar Paul","orcid":"https://orcid.org/0000-0001-9523-179X"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sanjoy Kumar Paul","raw_affiliation_strings":["UTS Business School, University of Technology Sydney Business School, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UTS Business School, University of Technology Sydney Business School, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058608471"],"corresponding_institution_ids":["https://openalex.org/I164861460","https://openalex.org/I213512949"],"apc_list":null,"apc_paid":null,"fwci":1.6438,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.84135372,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"25","issue":"4","first_page":"440","last_page":"479"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12238","display_name":"Green IT and Sustainability","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11479","display_name":"Smart Cities and Technologies","score":0.9742000102996826,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.9660000205039978,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.6836940050125122},{"id":"https://openalex.org/keywords/sustainable-development","display_name":"Sustainable development","score":0.6753325462341309},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.6448605060577393},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.569034993648529},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5675556063652039},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5051279664039612},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4790809750556946},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.47847864031791687},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.4692917764186859},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.42681849002838135},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4215850830078125},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.32302674651145935},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.22675520181655884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20045217871665955},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.13037988543510437},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11562773585319519},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09341228008270264},{"id":"https://openalex.org/keywords/creativity","display_name":"Creativity","score":0.07642322778701782}],"concepts":[{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.6836940050125122},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.6753325462341309},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.6448605060577393},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.569034993648529},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5675556063652039},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5051279664039612},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4790809750556946},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.47847864031791687},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4692917764186859},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.42681849002838135},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4215850830078125},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.32302674651145935},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.22675520181655884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20045217871665955},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.13037988543510437},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11562773585319519},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09341228008270264},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.07642322778701782},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/jsit-11-2022-0266","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jsit-11-2022-0266","pdf_url":null,"source":{"id":"https://openalex.org/S39868070","display_name":"Journal of Systems and Information Technology","issn_l":"1328-7265","issn":["1328-7265","1758-8847"],"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 Systems and Information Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":152,"referenced_works":["https://openalex.org/W150292108","https://openalex.org/W1965746216","https://openalex.org/W1970374985","https://openalex.org/W1975509829","https://openalex.org/W1998069491","https://openalex.org/W1999243415","https://openalex.org/W2018021847","https://openalex.org/W2025421595","https://openalex.org/W2030741893","https://openalex.org/W2054502430","https://openalex.org/W2054592136","https://openalex.org/W2061993807","https://openalex.org/W2080185942","https://openalex.org/W2096483068","https://openalex.org/W2108680868","https://openalex.org/W2121519719","https://openalex.org/W2122491621","https://openalex.org/W2153068218","https://openalex.org/W2153784191","https://openalex.org/W2344895827","https://openalex.org/W2604148035","https://openalex.org/W2749765311","https://openalex.org/W2753436765","https://openalex.org/W2793120165","https://openalex.org/W2809131522","https://openalex.org/W2883797369","https://openalex.org/W2885251002","https://openalex.org/W2898735322","https://openalex.org/W2899979574","https://openalex.org/W2902553738","https://openalex.org/W2907605034","https://openalex.org/W2945600009","https://openalex.org/W2970367016","https://openalex.org/W2972312488","https://openalex.org/W2982054083","https://openalex.org/W2989278898","https://openalex.org/W2995045082","https://openalex.org/W2996192178","https://openalex.org/W3005771943","https://openalex.org/W3007397514","https://openalex.org/W3008105883","https://openalex.org/W3008506501","https://openalex.org/W3008927312","https://openalex.org/W3011931926","https://openalex.org/W3016913961","https://openalex.org/W3017555191","https://openalex.org/W3025978389","https://openalex.org/W3026504503","https://openalex.org/W3043196594","https://openalex.org/W3043343105","https://openalex.org/W3043786121","https://openalex.org/W3046167482","https://openalex.org/W3046458074","https://openalex.org/W3089552932","https://openalex.org/W3095170731","https://openalex.org/W3102113231","https://openalex.org/W3106471330","https://openalex.org/W3107146702","https://openalex.org/W3112537333","https://openalex.org/W3116660631","https://openalex.org/W3118796984","https://openalex.org/W3120581716","https://openalex.org/W3123486668","https://openalex.org/W3124154077","https://openalex.org/W3126720980","https://openalex.org/W3127593971","https://openalex.org/W3128234461","https://openalex.org/W3132057658","https://openalex.org/W3133883583","https://openalex.org/W3135093595","https://openalex.org/W3154176337","https://openalex.org/W3155250862","https://openalex.org/W3172399786","https://openalex.org/W3176733173","https://openalex.org/W3180579222","https://openalex.org/W3183762226","https://openalex.org/W3185676616","https://openalex.org/W3194555962","https://openalex.org/W3196962101","https://openalex.org/W3198350258","https://openalex.org/W3217470649","https://openalex.org/W4200033856","https://openalex.org/W4200321604","https://openalex.org/W4205282386","https://openalex.org/W4205930438","https://openalex.org/W4206206083","https://openalex.org/W4210623836","https://openalex.org/W4210700443","https://openalex.org/W4210892969","https://openalex.org/W4212953723","https://openalex.org/W4221087128","https://openalex.org/W4221092976","https://openalex.org/W4221101267","https://openalex.org/W4221110665","https://openalex.org/W4223966182","https://openalex.org/W4224223238","https://openalex.org/W4224936611","https://openalex.org/W4225289215","https://openalex.org/W4226433331","https://openalex.org/W4228996833","https://openalex.org/W4280500493","https://openalex.org/W4282566379","https://openalex.org/W4282923253","https://openalex.org/W4283739274","https://openalex.org/W4285039129","https://openalex.org/W4290974831","https://openalex.org/W4291295751","https://openalex.org/W4291570752","https://openalex.org/W4292063383","https://openalex.org/W4292325086","https://openalex.org/W4292986062","https://openalex.org/W4293017778","https://openalex.org/W4293762599","https://openalex.org/W4293770534","https://openalex.org/W4294760461","https://openalex.org/W4294860829","https://openalex.org/W4294883928","https://openalex.org/W4296859901","https://openalex.org/W4297109190","https://openalex.org/W4297493860","https://openalex.org/W4301178773","https://openalex.org/W4306972426","https://openalex.org/W4307646658","https://openalex.org/W4308224887","https://openalex.org/W4308448180","https://openalex.org/W4308582359","https://openalex.org/W4308979497","https://openalex.org/W4309483446","https://openalex.org/W4309567801","https://openalex.org/W4312214804","https://openalex.org/W4313369014","https://openalex.org/W4313418450","https://openalex.org/W4313419185","https://openalex.org/W4313468498","https://openalex.org/W4315487872","https://openalex.org/W4316041216","https://openalex.org/W4316590528","https://openalex.org/W4318424173","https://openalex.org/W4318931874","https://openalex.org/W4319288668","https://openalex.org/W4320479551","https://openalex.org/W4321786525","https://openalex.org/W4323033632","https://openalex.org/W4323038748","https://openalex.org/W4323040946","https://openalex.org/W4323321612","https://openalex.org/W4323349377","https://openalex.org/W4323662961","https://openalex.org/W4323838913","https://openalex.org/W4361284826","https://openalex.org/W4362705727","https://openalex.org/W4364379844"],"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],"From":[1],"a":[2,42,65,126,151],"technological":[3],"determinist":[4],"perspective,":[5],"machine":[6],"learning":[7],"(ML)":[8],"may":[9,63,103],"significantly":[10],"contribute":[11],"towards":[12],"sustainable":[13,58,70,112],"development.":[14,59],"The":[15,137],"purpose":[16],"of":[17,28,45,52,57,82,93,108,120,129],"this":[18],"study":[19,40,117],"is":[20,99,144],"to":[21,34,75,135],"synthesize":[22],"prior":[23,96],"literature":[24,131],"on":[25],"the":[26,50,55,80,91,109,121,130,141],"role":[27,67],"ML":[29,53,61,102],"in":[30,54,68,87,105,146],"promoting":[31],"sustainability":[32],"and":[33,78],"encourage":[35],"future":[36],"inquiries.":[37],"Design/methodology/approach":[38],"This":[39,116],"conducts":[41],"systematic":[43],"review":[44],"110":[46],"papers":[47],"that":[48,101,124,140],"demonstrate":[49],"utilization":[51],"context":[56],"Findings":[60],"techniques":[62],"play":[64],"vital":[66],"enabling":[69],"development":[71,113],"by":[72],"leveraging":[73],"data":[74],"uncover":[76],"patterns":[77],"facilitate":[79],"prediction":[81],"various":[83],"variables,":[84],"thereby":[85],"aiding":[86],"decision-making":[88],"processes.":[89],"Through":[90],"synthesis":[92],"findings":[94],"from":[95],"research,":[97],"it":[98],"evident":[100],"help":[104],"achieving":[106],"many":[107],"United":[110],"Nations\u2019":[111],"goals.":[114],"Originality/value":[115],"represents":[118],"one":[119],"initial":[122],"investigations":[123],"conducted":[125],"comprehensive":[127],"examination":[128],"concerning":[132],"ML\u2019s":[133],"contribution":[134],"sustainability.":[136],"analysis":[138],"revealed":[139],"research":[142],"domain":[143],"still":[145],"its":[147],"early":[148],"stages,":[149],"indicating":[150],"need":[152],"for":[153],"further":[154],"exploration.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":4}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}