{"id":"https://openalex.org/W4395007039","doi":"https://doi.org/10.1186/s40537-024-00920-x","title":"Green and sustainable AI research: an integrated thematic and topic modeling analysis","display_name":"Green and sustainable AI research: an integrated thematic and topic modeling analysis","publication_year":2024,"publication_date":"2024-04-22","ids":{"openalex":"https://openalex.org/W4395007039","doi":"https://doi.org/10.1186/s40537-024-00920-x"},"language":"en","primary_location":{"id":"doi:10.1186/s40537-024-00920-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-024-00920-x","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-024-00920-x","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"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 Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-024-00920-x","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064372666","display_name":"Raghu Raman","orcid":"https://orcid.org/0000-0002-0851-9742"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Raghu Raman","raw_affiliation_strings":["Amrita School of Business, Amrita Vishwa Vidyapeetham, Amritapuri, Kerala, 690525, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Business, Amrita Vishwa Vidyapeetham, Amritapuri, Kerala, 690525, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074599814","display_name":"Debidutta Pattnaik","orcid":"https://orcid.org/0000-0001-6180-0499"},"institutions":[{"id":"https://openalex.org/I158867519","display_name":"International Management Institute","ror":"https://ror.org/00jatyx22","country_code":"IN","type":"education","lineage":["https://openalex.org/I158867519"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Debidutta Pattnaik","raw_affiliation_strings":["International Management Institute, Bhubaneswar, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Management Institute, Bhubaneswar, Odisha, India","institution_ids":["https://openalex.org/I158867519"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065045850","display_name":"Hiran H. Lathabai","orcid":"https://orcid.org/0000-0002-5633-9842"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hiran H. Lathabai","raw_affiliation_strings":["Center for Research, Analytics and Technology in Education (CREATE), Amrita Vishwa Vidyapeetham, Amritapuri, Kerala, 690525, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Research, Analytics and Technology in Education (CREATE), Amrita Vishwa Vidyapeetham, Amritapuri, Kerala, 690525, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048293930","display_name":"Chandan Kumar","orcid":"https://orcid.org/0000-0003-1212-8418"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chandan Kumar","raw_affiliation_strings":["Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amaravati, Andhra Pradesh, 522503, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amaravati, Andhra Pradesh, 522503, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076646419","display_name":"Kannan Govindan","orcid":"https://orcid.org/0000-0002-6204-1196"},"institutions":[{"id":"https://openalex.org/I3131870445","display_name":"Woxsen School of Business","ror":"https://ror.org/0305fyb87","country_code":"IN","type":"education","lineage":["https://openalex.org/I3131870445"]},{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]},{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["AU","CN","IN"],"is_corresponding":false,"raw_author_name":"Kannan Govindan","raw_affiliation_strings":["Centre for Sustainable Operations and Resilient Supply Chains, Institute for Sustainability, Energy and Resources and Adelaide Business School, University of Adelaide, Adelaide, Australia","China Institute of FTZ Supply Chain, Shanghai Maritime University, Shanghai, China","School of Business, Woxsen University, Sadasivpet, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Sustainable Operations and Resilient Supply Chains, Institute for Sustainability, Energy and Resources and Adelaide Business School, University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"China Institute of FTZ Supply Chain, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]},{"raw_affiliation_string":"School of Business, Woxsen University, Sadasivpet, Telangana, India","institution_ids":["https://openalex.org/I3131870445"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054568448","display_name":"Prema Nedungadi","orcid":"https://orcid.org/0000-0001-8774-3541"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prema Nedungadi","raw_affiliation_strings":["Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, Kerala, 690525, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, Kerala, 690525, India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5064372666"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":{"value":1060,"currency":"GBP","value_usd":1300},"apc_paid":{"value":1060,"currency":"GBP","value_usd":1300},"fwci":185.5869,"has_fulltext":true,"cited_by_count":110,"citation_normalized_percentile":{"value":0.99967178,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"11","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9447000026702881,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9447000026702881,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.942799985408783,"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/T11488","display_name":"Climate Change Communication and Perception","score":0.9207000136375427,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.743972659111023},{"id":"https://openalex.org/keywords/thematic-map","display_name":"Thematic map","score":0.7192940711975098},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.616965115070343},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5127878785133362},{"id":"https://openalex.org/keywords/thematic-analysis","display_name":"Thematic analysis","score":0.48164883255958557},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.21826830506324768},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.12026232481002808},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.11554419994354248},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.08963239192962646}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.743972659111023},{"id":"https://openalex.org/C93692415","wikidata":"https://www.wikidata.org/wiki/Q1502030","display_name":"Thematic map","level":2,"score":0.7192940711975098},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.616965115070343},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5127878785133362},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.48164883255958557},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.21826830506324768},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.12026232481002808},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.11554419994354248},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.08963239192962646},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s40537-024-00920-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-024-00920-x","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-024-00920-x","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"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 Big Data","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c58e9afcee1640ee992a5363202f1355","is_oa":true,"landing_page_url":"https://doaj.org/article/c58e9afcee1640ee992a5363202f1355","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Big Data, Vol 11, Iss 1, Pp 1-28 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s40537-024-00920-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-024-00920-x","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-024-00920-x","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"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 Big Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4395007039.pdf"},"referenced_works_count":98,"referenced_works":["https://openalex.org/W150292108","https://openalex.org/W1951008065","https://openalex.org/W1979290264","https://openalex.org/W1993209814","https://openalex.org/W2001082470","https://openalex.org/W2004434228","https://openalex.org/W2032100925","https://openalex.org/W2041710630","https://openalex.org/W2134731454","https://openalex.org/W2341256577","https://openalex.org/W2515423874","https://openalex.org/W2546197269","https://openalex.org/W2763766763","https://openalex.org/W2767316238","https://openalex.org/W2786672974","https://openalex.org/W2934302500","https://openalex.org/W2953522645","https://openalex.org/W2963809228","https://openalex.org/W2966266966","https://openalex.org/W2972595103","https://openalex.org/W2972668757","https://openalex.org/W2981123275","https://openalex.org/W3000603264","https://openalex.org/W3025490408","https://openalex.org/W3034706853","https://openalex.org/W3037032032","https://openalex.org/W3043722257","https://openalex.org/W3081963296","https://openalex.org/W3090868346","https://openalex.org/W3097839885","https://openalex.org/W3112668161","https://openalex.org/W3115247823","https://openalex.org/W3118831975","https://openalex.org/W3124006669","https://openalex.org/W3127186785","https://openalex.org/W3134642500","https://openalex.org/W3135539146","https://openalex.org/W3135629427","https://openalex.org/W3144543375","https://openalex.org/W3185884061","https://openalex.org/W3192495768","https://openalex.org/W3194292616","https://openalex.org/W3198967874","https://openalex.org/W3199397800","https://openalex.org/W3200252656","https://openalex.org/W3204198940","https://openalex.org/W3205034140","https://openalex.org/W3208860256","https://openalex.org/W3214897310","https://openalex.org/W3215911372","https://openalex.org/W3216070250","https://openalex.org/W4200063060","https://openalex.org/W4200458717","https://openalex.org/W4206055170","https://openalex.org/W4206323673","https://openalex.org/W4210605645","https://openalex.org/W4220793133","https://openalex.org/W4221142221","https://openalex.org/W4223453864","https://openalex.org/W4224291581","https://openalex.org/W4225672240","https://openalex.org/W4225793574","https://openalex.org/W4229011615","https://openalex.org/W4239556602","https://openalex.org/W4282828305","https://openalex.org/W4283654396","https://openalex.org/W4283768955","https://openalex.org/W4285134901","https://openalex.org/W4295449588","https://openalex.org/W4304587348","https://openalex.org/W4306958641","https://openalex.org/W4308937915","https://openalex.org/W4312105516","https://openalex.org/W4312220607","https://openalex.org/W4312818954","https://openalex.org/W4313317172","https://openalex.org/W4313478940","https://openalex.org/W4377818791","https://openalex.org/W4378806000","https://openalex.org/W4379142122","https://openalex.org/W4380989976","https://openalex.org/W4381737469","https://openalex.org/W4384497585","https://openalex.org/W4385155135","https://openalex.org/W4385418339","https://openalex.org/W4385990440","https://openalex.org/W4386246508","https://openalex.org/W4386260530","https://openalex.org/W4386879388","https://openalex.org/W4387397415","https://openalex.org/W4388417684","https://openalex.org/W4388654552","https://openalex.org/W4388773237","https://openalex.org/W4389225205","https://openalex.org/W4389670785","https://openalex.org/W6633896363","https://openalex.org/W6639619044","https://openalex.org/W6856101985"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2291311298","https://openalex.org/W2378021067","https://openalex.org/W2347703439","https://openalex.org/W2371027582","https://openalex.org/W3196787553","https://openalex.org/W2898552957","https://openalex.org/W1982702875","https://openalex.org/W3034807830"],"abstract_inverted_index":{"Abstract":[0],"This":[1,169,187],"investigation":[2],"delves":[3],"into":[4,109,200],"Green":[5,55,123],"AI":[6,9,39,50,56,93,98,110,121,135,167,202],"and":[7,27,47,64,75,96,106,119,122,129,134,144,161,184,197,211],"Sustainable":[8,41,87,118,173],"literature":[10],"through":[11],"a":[12,101,151],"dual-analytical":[13],"approach,":[14],"combining":[15],"thematic":[16,25,35],"analysis":[17],"with":[18,171],"BERTopic":[19,79],"modeling":[20,80],"to":[21,154,164],"reveal":[22],"both":[23],"broad":[24],"clusters":[26],"nuanced":[28],"emerging":[29,83],"topics.":[30],"It":[31],"identifies":[32],"three":[33],"major":[34],"clusters:":[36],"(1)":[37],"Responsible":[38],"for":[40,57,150,179,194,207],"Development,":[42],"focusing":[43],"on":[44,61,73],"integrating":[45,195],"sustainability":[46,107,160],"ethics":[48],"within":[49,141],"technologies;":[51],"(2)":[52],"Advancements":[53],"in":[54,156],"Energy":[58],"Optimization,":[59],"centering":[60],"energy":[62],"efficiency;":[63],"(3)":[65],"Big":[66],"Data-Driven":[67],"Computational":[68],"Advances,":[69],"emphasizing":[70,176],"AI\u2019s":[71,142],"influence":[72],"socio-economic":[74,143],"environmental":[76,159,198],"aspects.":[77],"Concurrently,":[78],"uncovers":[81],"five":[82],"topics:":[84],"Ethical":[85,90,120,131],"Eco-Intelligence,":[86],"Neural":[88],"Computing,":[89,124],"Healthcare":[91,132],"Intelligence,":[92],"Learning":[94,136],"Quest,":[95],"Cognitive":[97],"Innovation,":[99],"indicating":[100,125],"trend":[102],"toward":[103],"embedding":[104],"ethical":[105,162,196],"considerations":[108,199],"research.":[111],"The":[112,147],"study":[113,148],"reveals":[114],"novel":[115],"intersections":[116],"between":[117],"significant":[126],"research":[127,209],"trends":[128],"identifying":[130],"Intelligence":[133],"Quest":[137],"as":[138],"evolving":[139],"areas":[140],"societal":[145,182],"impacts.":[146],"advocates":[149],"unified":[152],"approach":[153],"innovation":[155],"AI,":[157],"promoting":[158],"integrity":[163],"foster":[165],"responsible":[166,185],"development.":[168],"aligns":[170],"the":[172,177,191,201],"Development":[174],"Goals,":[175],"need":[178,193],"ecological":[180],"balance,":[181],"welfare,":[183],"innovation.":[186],"refined":[188],"focus":[189],"underscores":[190],"critical":[192],"development":[203],"lifecycle,":[204],"offering":[205],"insights":[206],"future":[208],"directions":[210],"policy":[212],"interventions.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":22},{"year":2025,"cited_by_count":73},{"year":2024,"cited_by_count":15}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
