{"id":"https://openalex.org/W2893740026","doi":"https://doi.org/10.1080/00207543.2018.1530476","title":"Supply chain risk management and artificial intelligence: state of the art and future research directions","display_name":"Supply chain risk management and artificial intelligence: state of the art and future research directions","publication_year":2018,"publication_date":"2018-10-06","ids":{"openalex":"https://openalex.org/W2893740026","doi":"https://doi.org/10.1080/00207543.2018.1530476","mag":"2893740026"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2018.1530476","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2018.1530476","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.hud.ac.uk/ws/files/14514165/2018_IJPR.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047192882","display_name":"George Baryannis","orcid":"https://orcid.org/0000-0002-2118-5812"},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"George Baryannis","raw_affiliation_strings":["Department of Computer Science, School of Computing & Engineering, University of Huddersfield, Huddersfield, UK"],"raw_orcid":"https://orcid.org/0000-0002-2118-5812","affiliations":[{"raw_affiliation_string":"Department of Computer Science, School of Computing & Engineering, University of Huddersfield, Huddersfield, UK","institution_ids":["https://openalex.org/I133837150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013844043","display_name":"Sahar Validi","orcid":"https://orcid.org/0000-0003-1042-1856"},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sahar Validi","raw_affiliation_strings":["Department of Logistics, Operations, Hospitality and Marketing, Huddersfield Business School, University of Huddersfield, Huddersfield, UK"],"raw_orcid":"https://orcid.org/0000-0003-1042-1856","affiliations":[{"raw_affiliation_string":"Department of Logistics, Operations, Hospitality and Marketing, Huddersfield Business School, University of Huddersfield, Huddersfield, UK","institution_ids":["https://openalex.org/I133837150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075841422","display_name":"Samir Dani","orcid":"https://orcid.org/0000-0001-8547-0762"},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Samir Dani","raw_affiliation_strings":["Department of Logistics, Operations, Hospitality and Marketing, Huddersfield Business School, University of Huddersfield, Huddersfield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Logistics, Operations, Hospitality and Marketing, Huddersfield Business School, University of Huddersfield, Huddersfield, UK","institution_ids":["https://openalex.org/I133837150"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018289832","display_name":"Grigoris Antoniou","orcid":null},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Grigoris Antoniou","raw_affiliation_strings":["Department of Computer Science, School of Computing & Engineering, University of Huddersfield, Huddersfield, UK"],"raw_orcid":"https://orcid.org/0000-0003-3673-6602","affiliations":[{"raw_affiliation_string":"Department of Computer Science, School of Computing & Engineering, University of Huddersfield, Huddersfield, UK","institution_ids":["https://openalex.org/I133837150"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5047192882"],"corresponding_institution_ids":["https://openalex.org/I133837150"],"apc_list":null,"apc_paid":null,"fwci":59.4018,"has_fulltext":true,"cited_by_count":949,"citation_normalized_percentile":{"value":0.99949462,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"57","issue":"7","first_page":"2179","last_page":"2202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9998000264167786,"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/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9998000264167786,"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/T10164","display_name":"Quality and Supply Management","score":0.9751999974250793,"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"}},{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.967199981212616,"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/supply-chain","display_name":"Supply chain","score":0.7466036677360535},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.677543580532074},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5848518013954163},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5417206883430481},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.5265519618988037},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4926667809486389},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.48957547545433044},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.4562798738479614},{"id":"https://openalex.org/keywords/risk-management","display_name":"Risk management","score":0.44035834074020386},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4357920289039612},{"id":"https://openalex.org/keywords/supply-chain-risk-management","display_name":"Supply chain risk management","score":0.42086294293403625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3714534044265747},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3509921133518219},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.2671732008457184},{"id":"https://openalex.org/keywords/service-management","display_name":"Service management","score":0.20723819732666016},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20363140106201172},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1695292592048645},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.086406409740448}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.7466036677360535},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.677543580532074},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5848518013954163},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5417206883430481},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.5265519618988037},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4926667809486389},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.48957547545433044},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.4562798738479614},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.44035834074020386},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4357920289039612},{"id":"https://openalex.org/C192639820","wikidata":"https://www.wikidata.org/wiki/Q1114469","display_name":"Supply chain risk management","level":5,"score":0.42086294293403625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3714534044265747},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3509921133518219},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2671732008457184},{"id":"https://openalex.org/C48840187","wikidata":"https://www.wikidata.org/wiki/Q689042","display_name":"Service management","level":4,"score":0.20723819732666016},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20363140106201172},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1695292592048645},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.086406409740448},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.1080/00207543.2018.1530476","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2018.1530476","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/dc5e9493-d5b6-404f-b574-40328fdf51d3","is_oa":true,"landing_page_url":"https://pure.hud.ac.uk/en/publications/dc5e9493-d5b6-404f-b574-40328fdf51d3","pdf_url":"https://pure.hud.ac.uk/ws/files/14514165/2018_IJPR.pdf","source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Baryannis, G, Validi, S, Dani, S & Antoniou, G 2019, 'Supply chain risk management and artificial intelligence : state of the art and future research directions', International Journal of Production Research, vol. 57, no. 7, pp. 2179-2202. https://doi.org/10.1080/00207543.2018.1530476","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.atira.dk:publications/dc5e9493-d5b6-404f-b574-40328fdf51d3","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85063877082&partnerID=8YFLogxK","pdf_url":"https://pure.hud.ac.uk/en/publications/dc5e9493-d5b6-404f-b574-40328fdf51d3","source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Baryannis, G, Validi, S, Dani, S & Antoniou, G 2019, 'Supply chain risk management and artificial intelligence : state of the art and future research directions', International Journal of Production Research, vol. 57, no. 7, pp. 2179-2202. https://doi.org/10.1080/00207543.2018.1530476","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:57:y:2019:i:7:p:2179-2202","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2018.1530476","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:eprints.keele.ac.uk:8142","is_oa":true,"landing_page_url":"https://eprints.keele.ac.uk/8142/1/2018_IJPR.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306402149","display_name":"Keele Research Repository (Keele University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56007636","host_organization_name":"Keele University","host_organization_lineage":["https://openalex.org/I56007636"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:figshare.com:article/7176308","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Supply_chain_risk_management_and_artificial_intelligence_state_of_the_art_and_future_research_directions/7176308","pdf_url":null,"source":{"id":"https://openalex.org/S4306402621","display_name":"INDIGO (University of Illinois at Chicago)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39422238","host_organization_name":"University of Illinois Chicago","host_organization_lineage":["https://openalex.org/I39422238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/386407","is_oa":false,"landing_page_url":"http://hdl.handle.net/10072/386407","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal article"},{"id":"doi:10.6084/m9.figshare.7176308.v1","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.7176308.v1","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/dc5e9493-d5b6-404f-b574-40328fdf51d3","is_oa":true,"landing_page_url":"https://pure.hud.ac.uk/en/publications/dc5e9493-d5b6-404f-b574-40328fdf51d3","pdf_url":"https://pure.hud.ac.uk/ws/files/14514165/2018_IJPR.pdf","source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Baryannis, G, Validi, S, Dani, S & Antoniou, G 2019, 'Supply chain risk management and artificial intelligence : state of the art and future research directions', International Journal of Production Research, vol. 57, no. 7, pp. 2179-2202. https://doi.org/10.1080/00207543.2018.1530476","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7300000190734863,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2893740026.pdf","grobid_xml":"https://content.openalex.org/works/W2893740026.grobid-xml"},"referenced_works_count":132,"referenced_works":["https://openalex.org/W79285826","https://openalex.org/W255050742","https://openalex.org/W578132838","https://openalex.org/W829114728","https://openalex.org/W904691810","https://openalex.org/W969360544","https://openalex.org/W1423872990","https://openalex.org/W1491953934","https://openalex.org/W1497131193","https://openalex.org/W1767272795","https://openalex.org/W1913502856","https://openalex.org/W1963817770","https://openalex.org/W1963848977","https://openalex.org/W1970736701","https://openalex.org/W1972840916","https://openalex.org/W1976459623","https://openalex.org/W1977041303","https://openalex.org/W1979491143","https://openalex.org/W1983277437","https://openalex.org/W1987090818","https://openalex.org/W1987388372","https://openalex.org/W1991087741","https://openalex.org/W1992586302","https://openalex.org/W1994052822","https://openalex.org/W1998652696","https://openalex.org/W1998895018","https://openalex.org/W2000131825","https://openalex.org/W2004510681","https://openalex.org/W2008080596","https://openalex.org/W2010176285","https://openalex.org/W2013285825","https://openalex.org/W2017572558","https://openalex.org/W2021525828","https://openalex.org/W2023376144","https://openalex.org/W2024344314","https://openalex.org/W2025584602","https://openalex.org/W2026174733","https://openalex.org/W2029376758","https://openalex.org/W2030397439","https://openalex.org/W2032679413","https://openalex.org/W2032732074","https://openalex.org/W2034332963","https://openalex.org/W2034717186","https://openalex.org/W2035035340","https://openalex.org/W2036849939","https://openalex.org/W2037760548","https://openalex.org/W2038428061","https://openalex.org/W2039393712","https://openalex.org/W2040855911","https://openalex.org/W2045306539","https://openalex.org/W2046841836","https://openalex.org/W2047207078","https://openalex.org/W2050972847","https://openalex.org/W2054131254","https://openalex.org/W2054747815","https://openalex.org/W2055854334","https://openalex.org/W2056620869","https://openalex.org/W2059055454","https://openalex.org/W2064994431","https://openalex.org/W2067147076","https://openalex.org/W2069005416","https://openalex.org/W2075190052","https://openalex.org/W2075659178","https://openalex.org/W2077693497","https://openalex.org/W2082821381","https://openalex.org/W2086717447","https://openalex.org/W2089109958","https://openalex.org/W2091193170","https://openalex.org/W2095014160","https://openalex.org/W2101493843","https://openalex.org/W2105511217","https://openalex.org/W2108011724","https://openalex.org/W2109240653","https://openalex.org/W2111402627","https://openalex.org/W2112687729","https://openalex.org/W2113688222","https://openalex.org/W2116348957","https://openalex.org/W2120390914","https://openalex.org/W2123740444","https://openalex.org/W2127331687","https://openalex.org/W2128823319","https://openalex.org/W2131223556","https://openalex.org/W2134850531","https://openalex.org/W2136044341","https://openalex.org/W2138941896","https://openalex.org/W2140345129","https://openalex.org/W2142616543","https://openalex.org/W2143258743","https://openalex.org/W2144471564","https://openalex.org/W2150626276","https://openalex.org/W2156094085","https://openalex.org/W2158343913","https://openalex.org/W2166587315","https://openalex.org/W2259183508","https://openalex.org/W2306196080","https://openalex.org/W2321035786","https://openalex.org/W2334204904","https://openalex.org/W2398469242","https://openalex.org/W2508962850","https://openalex.org/W2538516665","https://openalex.org/W2544764962","https://openalex.org/W2558291061","https://openalex.org/W2578220236","https://openalex.org/W2604526922","https://openalex.org/W2605996868","https://openalex.org/W2606010969","https://openalex.org/W2614819110","https://openalex.org/W2728975105","https://openalex.org/W2740528936","https://openalex.org/W2747536967","https://openalex.org/W2764010281","https://openalex.org/W2767704282","https://openalex.org/W2778876056","https://openalex.org/W2780508324","https://openalex.org/W2780841506","https://openalex.org/W2791627161","https://openalex.org/W2792848070","https://openalex.org/W2801104403","https://openalex.org/W2802200907","https://openalex.org/W2806608970","https://openalex.org/W2810507576","https://openalex.org/W2889578227","https://openalex.org/W3021015381","https://openalex.org/W3121177474","https://openalex.org/W3121568017","https://openalex.org/W3123467532","https://openalex.org/W3125209707","https://openalex.org/W4210492122","https://openalex.org/W4233033818","https://openalex.org/W4249911536","https://openalex.org/W4254466005","https://openalex.org/W6683226891"],"related_works":["https://openalex.org/W2491483363","https://openalex.org/W2100572924","https://openalex.org/W3210923765","https://openalex.org/W2273510185","https://openalex.org/W2117149698","https://openalex.org/W3044355888","https://openalex.org/W4389130511","https://openalex.org/W3042609291","https://openalex.org/W2592523239","https://openalex.org/W2769974307"],"abstract_inverted_index":{"Supply":[0],"chain":[1,78,109],"risk":[2,110],"management":[3],"(SCRM)":[4],"encompasses":[5],"a":[6,33,56,73,118,156],"wide":[7],"variety":[8],"of":[9,32,67,76,107,159,180],"strategies":[10,37],"aiming":[11],"to":[12,71,84,123,128,137,164],"identify,":[13],"assess,":[14],"mitigate":[15],"and":[16,42,105,111,140,144,168,171,182],"monitor":[17],"unexpected":[18],"events":[19],"or":[20,153],"conditions":[21],"which":[22],"might":[23],"have":[24],"an":[25,97],"impact,":[26],"mostly":[27],"adverse,":[28],"on":[29,40,46,101],"any":[30],"part":[31],"supply":[34,77,108],"chain.":[35],"SCRM":[36,55,85,147,181],"often":[38],"depend":[39],"rapid":[41],"adaptive":[43],"decision-making":[44],"based":[45],"potentially":[47],"large,":[48],"multidimensional":[49],"data":[50],"sources.":[51],"These":[52],"characteristics":[53],"make":[54],"suitable":[57],"application":[58],"area":[59],"for":[60,174],"artificial":[61],"intelligence":[62],"(AI)":[63],"techniques.":[64],"The":[65],"aim":[66],"this":[68],"paper":[69],"is":[70,99,121,162],"provide":[72],"comprehensive":[74,157],"review":[75],"literature":[79,126],"that":[80,88,95],"addresses":[81],"problems":[82],"relevant":[83],"using":[86],"approaches":[87],"fall":[89],"within":[90],"the":[91,102,129,145,178],"AI":[92,130],"spectrum.":[93],"To":[94],"end,":[96],"investigation":[98],"conducted":[100],"various":[103],"definitions":[104],"classifications":[106],"related":[112],"notions":[113],"such":[114],"as":[115],"uncertainty.":[116],"Then,":[117],"mapping":[119],"study":[120],"performed":[122],"categorise":[124],"existing":[125],"according":[127],"methodology":[131],"used,":[132],"ranging":[133],"from":[134],"mathematical":[135],"programming":[136],"Machine":[138],"Learning":[139],"Big":[141],"Data":[142],"Analytics,":[143],"specific":[146],"task":[148],"they":[149],"address":[150],"(identification,":[151],"assessment":[152],"response).":[154],"Finally,":[155],"analysis":[158],"each":[160],"category":[161],"provided":[163],"identify":[165],"missing":[166],"aspects":[167],"unexplored":[169],"areas":[170],"propose":[172],"directions":[173],"future":[175],"research":[176],"at":[177],"confluence":[179],"AI.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":109},{"year":2025,"cited_by_count":211},{"year":2024,"cited_by_count":170},{"year":2023,"cited_by_count":162},{"year":2022,"cited_by_count":110},{"year":2021,"cited_by_count":109},{"year":2020,"cited_by_count":59},{"year":2019,"cited_by_count":18},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2025-10-10T00:00:00"}
