{"id":"https://openalex.org/W7202292973","doi":"https://doi.org/10.1109/ic4e69618.2026.11631580","title":"Artificial Intelligence in Sustainable Supply Chain Management for SMEs: An Exploratory Literature Review Using Natural Language Processing","display_name":"Artificial Intelligence in Sustainable Supply Chain Management for SMEs: An Exploratory Literature Review Using Natural Language Processing","publication_year":2026,"publication_date":"2026-04-01","ids":{"openalex":"https://openalex.org/W7202292973","doi":"https://doi.org/10.1109/ic4e69618.2026.11631580"},"language":"en","primary_location":{"id":"doi:10.1109/ic4e69618.2026.11631580","doi":"https://doi.org/10.1109/ic4e69618.2026.11631580","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ic4e69618.2026.11631580","pdf_url":null,"source":{"id":"https://openalex.org/S4306419369","display_name":"International Conference on e-Education, e-Business, e-Management and e-Learning","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 17th International Conference on E-Education, E-Business, E-Management and E-Learning (IC4e)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/ic4e69618.2026.11631580","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088605146","display_name":"Victor James C. Escolano","orcid":"https://orcid.org/0000-0002-8137-5343","observed_orcids":["https://orcid.org/0000-0002-8137-5343"]},"institutions":[{"id":"https://openalex.org/I151221077","display_name":"Chung Yuan Christian University","ror":"https://ror.org/02w8ws377","country_code":"TW","type":"education","lineage":["https://openalex.org/I151221077"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Victor James C. Escolano","raw_affiliation_strings":["Chung Yuan Christian University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chung Yuan Christian University","institution_ids":["https://openalex.org/I151221077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081610288","display_name":"Yann Mey Yee","orcid":"https://orcid.org/0000-0002-3949-1498","observed_orcids":["https://orcid.org/0000-0002-3949-1498"]},"institutions":[{"id":"https://openalex.org/I151221077","display_name":"Chung Yuan Christian University","ror":"https://ror.org/02w8ws377","country_code":"TW","type":"education","lineage":["https://openalex.org/I151221077"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yann-Mey Yee","raw_affiliation_strings":["Chung Yuan Christian University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chung Yuan Christian University","institution_ids":["https://openalex.org/I151221077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112348083","display_name":"Hui\u2010Ming Wee","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I151221077","display_name":"Chung Yuan Christian University","ror":"https://ror.org/02w8ws377","country_code":"TW","type":"education","lineage":["https://openalex.org/I151221077"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hui-Ming Wee","raw_affiliation_strings":["Chung Yuan Christian University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chung Yuan Christian University","institution_ids":["https://openalex.org/I151221077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147000802","display_name":"Alexander A. Hernandez","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405278881","display_name":"FEU Institute of Technology","ror":"https://ror.org/00pq32363","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210140868","https://openalex.org/I4405278881"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Alexander A. Hernandez","raw_affiliation_strings":["College of Computer Studies and Multimedia Arts, FEU Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Studies and Multimedia Arts, FEU Institute of Technology","institution_ids":["https://openalex.org/I4405278881"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075735598","display_name":"Junrie B. Matias","orcid":"https://orcid.org/0000-0001-9638-4667","observed_orcids":["https://orcid.org/0000-0001-9638-4667"]},"institutions":[{"id":"https://openalex.org/I210563421","display_name":"Caraga State University","ror":"https://ror.org/00erb5q72","country_code":"PH","type":"education","lineage":["https://openalex.org/I210563421"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Junrie B. Matias","raw_affiliation_strings":["School of Graduate Studies, Caraga State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Graduate Studies, Caraga State University","institution_ids":["https://openalex.org/I210563421"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115971663","display_name":"Evelyn B. Ballenas","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I210563421","display_name":"Caraga State University","ror":"https://ror.org/00erb5q72","country_code":"PH","type":"education","lineage":["https://openalex.org/I210563421"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Evelyn B. Ballenas","raw_affiliation_strings":["School of Graduate Studies, Caraga State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Graduate Studies, Caraga State University","institution_ids":["https://openalex.org/I210563421"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023411782","display_name":"Ronaldo Antalan Juanatas","orcid":"https://orcid.org/0000-0002-0849-3474","observed_orcids":["https://orcid.org/0000-0002-0849-3474"]},"institutions":[{"id":"https://openalex.org/I4210096824","display_name":"Technological University of the Philippines","ror":"https://ror.org/00v4vjb95","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210096824"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Ronaldo A. Juanatas","raw_affiliation_strings":["College of Industrial Education, Technological University of the Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Industrial Education, Technological University of the Philippines","institution_ids":["https://openalex.org/I4210096824"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1099","last_page":"1104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.5619999766349792,"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":0.5619999766349792,"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/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.43630000948905945,"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/T10763","display_name":"Digital Transformation in Industry","score":0.0005000000237487257,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.9829999804496765},{"id":"https://openalex.org/keywords/sustainable-supply-chain-management","display_name":"sustainable supply chain management","score":0.9929999709129333},{"id":"https://openalex.org/keywords/small-and-medium-sized-enterprises","display_name":"small and medium-sized enterprises","score":0.996999979019165},{"id":"https://openalex.org/keywords/green-logistics","display_name":"green logistics","score":0.7080000042915344},{"id":"https://openalex.org/keywords/circular-economy","display_name":"circular economy","score":0.8389999866485596},{"id":"https://openalex.org/keywords/clean-energy-transition","display_name":"clean energy transition","score":0.8349999785423279},{"id":"https://openalex.org/keywords/manufacturing-waste-reduction","display_name":"production waste reduction","score":0.9150000214576721},{"id":"https://openalex.org/keywords/organizational-readiness","display_name":"organizational readiness","score":0.843999981880188},{"id":"https://openalex.org/keywords/workforce-capability","display_name":"workforce capability","score":0.9269999861717224},{"id":"https://openalex.org/keywords/technological-uncertainty","display_name":"technological uncertainty","score":0.9100000262260437},{"id":"https://openalex.org/keywords/artificial-intelligence-adoption","display_name":"artificial intelligence adoption","score":0.8190000057220459}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.5587000250816345},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.510699987411499},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47029998898506165},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.46320000290870667},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3837999999523163},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37869998812675476},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.36730000376701355},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.3589000105857849},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.3476000130176544},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3474999964237213},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.3314000070095062},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3167000114917755},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.28380000591278076},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.26969999074935913},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.26930001378059387},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.2639000117778778},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.2549000084400177},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.2535000145435333}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic4e69618.2026.11631580","doi":"https://doi.org/10.1109/ic4e69618.2026.11631580","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ic4e69618.2026.11631580","pdf_url":null,"source":{"id":"https://openalex.org/S4306419369","display_name":"International Conference on e-Education, e-Business, e-Management and e-Learning","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 17th International Conference on E-Education, E-Business, E-Management and E-Learning (IC4e)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/ic4e69618.2026.11631580","doi":"https://doi.org/10.1109/ic4e69618.2026.11631580","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ic4e69618.2026.11631580","pdf_url":null,"source":{"id":"https://openalex.org/S4306419369","display_name":"International Conference on e-Education, e-Business, e-Management and e-Learning","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 17th International Conference on E-Education, E-Business, E-Management and E-Learning (IC4e)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.7811999917030334,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"},{"score":0.6773999929428101,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2806430042","https://openalex.org/W2917157846","https://openalex.org/W3092477119","https://openalex.org/W3200230513","https://openalex.org/W4214942876","https://openalex.org/W4311975220","https://openalex.org/W4361289785","https://openalex.org/W4387106083","https://openalex.org/W4391913904","https://openalex.org/W4393347333","https://openalex.org/W4401486558","https://openalex.org/W4402093705","https://openalex.org/W4403269460","https://openalex.org/W4406882865","https://openalex.org/W4407197339","https://openalex.org/W4410301252","https://openalex.org/W4410321280","https://openalex.org/W4413010447","https://openalex.org/W4413410823","https://openalex.org/W4413823807","https://openalex.org/W4414196251","https://openalex.org/W4415239417","https://openalex.org/W4415297227"],"related_works":["https://openalex.org/W7164841720","https://openalex.org/W4401267985","https://openalex.org/W7132548795","https://openalex.org/W7166504240","https://openalex.org/W4297149259","https://openalex.org/W7167732271","https://openalex.org/W7162753113","https://openalex.org/W4408272956","https://openalex.org/W7151918713","https://openalex.org/W7203448014"],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"(AI)":[2],"has":[3],"demonstrated":[4],"significant":[5],"potential":[6],"in":[7,32,81,103,147,164,192],"transforming":[8],"supply":[9,88,149],"chain":[10],"management":[11],"(SCM)":[12],"across":[13],"industries,":[14],"contributing":[15],"to":[16,186],"the":[17,82,104,131,152,155,175,180,188],"economic,":[18],"social,":[19],"and":[20,37,59,66,72,113,127,171,183],"environmental":[21],"dimensions":[22],"of":[23,53,84,145,166,190],"sustainability.":[24],"Despite":[25],"this":[26,44,46],"potential,":[27],"research":[28,55,79],"examining":[29],"AI":[30,85,108,134,191],"applications":[31,112],"sustainable":[33,87,193],"SCM":[34,194],"within":[35],"small":[36],"medium":[38],"enterprises":[39],"(SMEs)":[40],"remains":[41],"scarce.":[42],"In":[43],"light,":[45],"study":[47,176],"conducts":[48],"an":[49],"exploratory":[50],"literature":[51,105],"review":[52],"362":[54],"publications":[56],"between":[57],"2020":[58],"2025":[60],"using":[61],"natural":[62],"language":[63],"processing":[64],"(NLP)":[65],"data":[67],"visualization":[68],"techniques.":[69],"Corpus":[70],"distribution":[71],"frequency":[73],"analyses":[74],"indicate":[75],"a":[76,100,138,142],"rapidly":[77],"growing":[78],"interest":[80],"application":[83],"for":[86,90],"chains":[89],"SMEs.":[91,196],"Furthermore,":[92],"Latent":[93],"Dirichlet":[94],"Allocation":[95],"(LDA)":[96],"topic":[97],"modeling":[98],"reveals":[99],"clear":[101],"shift":[102],"from":[106],"general":[107],"adoption":[109],"toward":[110],"specific":[111],"sustainability":[114,146],"use":[115],"cases,":[116],"such":[117],"as":[118,137,141],"green":[119,125],"energy":[120],"transition,":[121],"production":[122],"waste":[123],"reduction,":[124],"logistics,":[126],"circular":[128],"economy.":[129],"Notably,":[130],"findings":[132,156],"position":[133],"not":[135],"merely":[136],"tool,":[139],"but":[140],"key":[143],"enabler":[144],"SME":[148],"chains.":[150],"At":[151],"same":[153],"time,":[154],"highlight":[157],"persistent":[158],"challenges":[159],"faced":[160],"by":[161],"SMEs,":[162],"especially":[163],"terms":[165],"organizational":[167],"readiness,":[168],"workforce":[169],"capability,":[170],"technological":[172],"uncertainty.":[173],"Finally,":[174],"offers":[177],"implications":[178],"at":[179],"theoretical,":[181],"practical,":[182],"policy":[184],"levels":[185],"support":[187],"integration":[189],"among":[195]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-08-13T00:00:00"}