{"id":"https://openalex.org/W4412883476","doi":"https://doi.org/10.1080/17517575.2025.2541199","title":"Potential of large language models in blockchain-based supply chain finance","display_name":"Potential of large language models in blockchain-based supply chain finance","publication_year":2025,"publication_date":"2025-08-03","ids":{"openalex":"https://openalex.org/W4412883476","doi":"https://doi.org/10.1080/17517575.2025.2541199"},"language":"en","primary_location":{"id":"doi:10.1080/17517575.2025.2541199","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17517575.2025.2541199","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"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":"Enterprise Information Systems","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/A5109688961","display_name":"Lei Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Yang","raw_affiliation_strings":["Shenyang University of Technology","School of Management, Shenyang University of Technology, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenyang University of Technology","institution_ids":["https://openalex.org/I157507598"]},{"raw_affiliation_string":"School of Management, Shenyang University of Technology, Shenyang, China","institution_ids":["https://openalex.org/I157507598"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094009380","display_name":"Qiaoming Hou","orcid":"https://orcid.org/0009-0008-1561-5231"},"institutions":[{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiaoming Hou","raw_affiliation_strings":["Shenyang University of Technology","School of Management, Shenyang University of Technology, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenyang University of Technology","institution_ids":["https://openalex.org/I157507598"]},{"raw_affiliation_string":"School of Management, Shenyang University of Technology, Shenyang, China","institution_ids":["https://openalex.org/I157507598"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100528432","display_name":"Zhu Xin","orcid":null},"institutions":[{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Zhu","raw_affiliation_strings":["Beijing Union University","Management College, Beijing Union University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Union University","institution_ids":["https://openalex.org/I114234892"]},{"raw_affiliation_string":"Management College, Beijing Union University, Beijing, China","institution_ids":["https://openalex.org/I114234892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058595035","display_name":"Lu Yang","orcid":"https://orcid.org/0000-0002-8334-1657"},"institutions":[{"id":"https://openalex.org/I179026463","display_name":"Beijing Technology and Business University","ror":"https://ror.org/013e0zm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I179026463"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Lu","raw_affiliation_strings":["Beijing Technology and Business University","School of Computer and Artificial Intelligence, Beijing Technology and Business University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Technology and Business University","institution_ids":["https://openalex.org/I179026463"]},{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Beijing Technology and Business University, Beijing, China","institution_ids":["https://openalex.org/I179026463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054528852","display_name":"Li Da Xu","orcid":"https://orcid.org/0000-0002-3263-5217"},"institutions":[{"id":"https://openalex.org/I4210092569","display_name":"Dominion University College","ror":"https://ror.org/003kqe171","country_code":"GH","type":"education","lineage":["https://openalex.org/I4210092569"]},{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["GH","US"],"is_corresponding":false,"raw_author_name":"Li Da Xu","raw_affiliation_strings":["Old Dominion University","Strome College of Business, Old Dominion University, Norfolk, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Old Dominion University","institution_ids":["https://openalex.org/I4210092569","https://openalex.org/I81365321"]},{"raw_affiliation_string":"Strome College of Business, Old Dominion University, Norfolk, USA","institution_ids":["https://openalex.org/I81365321"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100528432"],"corresponding_institution_ids":["https://openalex.org/I114234892"],"apc_list":null,"apc_paid":null,"fwci":53.809,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.99874412,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"19","issue":"11","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14064","display_name":"Organizational and Employee Performance","score":0.9584000110626221,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.9222000241279602,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.9794216156005859},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.6009961366653442},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4215553402900696},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.3915508985519409},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.37273550033569336},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1819712519645691},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.06359297037124634}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.9794216156005859},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6009961366653442},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4215553402900696},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.3915508985519409},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37273550033569336},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1819712519645691},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.06359297037124634}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/17517575.2025.2541199","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17517575.2025.2541199","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"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":"Enterprise Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W2910491371","https://openalex.org/W2977779580","https://openalex.org/W2978479575","https://openalex.org/W3019037302","https://openalex.org/W3165754364","https://openalex.org/W3196817664","https://openalex.org/W3197174806","https://openalex.org/W3211795369","https://openalex.org/W4205778618","https://openalex.org/W4220842671","https://openalex.org/W4281493246","https://openalex.org/W4282587913","https://openalex.org/W4282828959","https://openalex.org/W4283257386","https://openalex.org/W4288766929","https://openalex.org/W4294347216","https://openalex.org/W4295123461","https://openalex.org/W4298110867","https://openalex.org/W4306772921","https://openalex.org/W4306923369","https://openalex.org/W4308500231","https://openalex.org/W4312568316","https://openalex.org/W4368372974","https://openalex.org/W4378499172","https://openalex.org/W4380352301","https://openalex.org/W4386846054","https://openalex.org/W4387361875","https://openalex.org/W4388223983","https://openalex.org/W4390705167","https://openalex.org/W4391403914","https://openalex.org/W4392019953","https://openalex.org/W4392357484","https://openalex.org/W4392612897","https://openalex.org/W4393284236","https://openalex.org/W4394797073","https://openalex.org/W4399727984","https://openalex.org/W4400033188","https://openalex.org/W4400118952","https://openalex.org/W4401507560","https://openalex.org/W4401526860","https://openalex.org/W4402426816","https://openalex.org/W4402901320","https://openalex.org/W4403015469","https://openalex.org/W4403213148","https://openalex.org/W4403606691","https://openalex.org/W4404208640","https://openalex.org/W4405288437","https://openalex.org/W4405419663","https://openalex.org/W4406137434","https://openalex.org/W4407996265"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W3048554917","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047"],"abstract_inverted_index":{"Supply":[0],"chain":[1,17,36,52],"financing":[2,18,37,53,71],"can":[3,14],"alleviate":[4],"the":[5,59,76],"financial":[6],"constraints":[7],"of":[8,26,64,79],"small":[9],"and":[10,83],"medium-sized":[11],"enterprises,":[12],"blockchain":[13],"optimise":[15],"supply":[16,35,51],"strategies.":[19],"The":[20],"unique":[21],"natural":[22],"language":[23,28,43,66,81],"processing":[24,62],"capabilities":[25,63],"large":[27,42,65,80],"models":[29,44,67,82],"have":[30],"broad":[31],"application":[32,48,77],"prospects":[33],"in":[34,49],"decision-making.":[38],"We":[39],"innovatively":[40],"introduce":[41],"to":[45],"explore":[46],"their":[47],"blockchain-driven":[50],"platforms.":[54],"It":[55],"is":[56],"found":[57],"that":[58],"excellent":[60],"information":[61],"significantly":[68],"improves":[69],"users\u2019":[70],"efficiency.":[72],"This":[73],"study":[74],"highlights":[75],"potential":[78],"provides":[84],"decision-making":[85],"reference":[86],"for":[87],"managers.":[88]},"counts_by_year":[{"year":2026,"cited_by_count":21},{"year":2025,"cited_by_count":6}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}