{"id":"https://openalex.org/W4415743564","doi":"https://doi.org/10.1109/tem.2025.3626659","title":"An Efficiency-Uncertainty-Based Consensus Optimization Framework With Dual-Perspective Clustering Analysis for Blockchain Adoption in Supply Chains","display_name":"An Efficiency-Uncertainty-Based Consensus Optimization Framework With Dual-Perspective Clustering Analysis for Blockchain Adoption in Supply Chains","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415743564","doi":"https://doi.org/10.1109/tem.2025.3626659"},"language":null,"primary_location":{"id":"doi:10.1109/tem.2025.3626659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2025.3626659","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","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":null,"display_name":"Ardavan Babaei","orcid":"https://orcid.org/0000-0002-3657-4853"},"institutions":[{"id":"https://openalex.org/I80543232","display_name":"K.N.Toosi University of Technology","ror":"https://ror.org/0433abe34","country_code":"IR","type":"education","lineage":["https://openalex.org/I80543232"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ardavan Babaei","raw_affiliation_strings":["Faculty of Industrial Engineering, K. N. Toosi University of Technology, Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0002-3657-4853","affiliations":[{"raw_affiliation_string":"Faculty of Industrial Engineering, K. N. Toosi University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I80543232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003847848","display_name":"Erfan Babaee T\u0131rkolaee","orcid":"https://orcid.org/0000-0003-1664-9210"},"institutions":[{"id":"https://openalex.org/I4210121333","display_name":"Istinye University","ror":"https://ror.org/03081nz23","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210121333"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Erfan Babaee Tirkolaee","raw_affiliation_strings":["Department of Industrial Engineering, Istinye University, Istanbul, Türkiye","Department of Industrial Engineering, Istinye University, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-1664-9210","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Istinye University, Istanbul, Türkiye","institution_ids":["https://openalex.org/I4210121333"]},{"raw_affiliation_string":"Department of Industrial Engineering, Istinye University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4210121333"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073413581","display_name":"Sadia Samar Ali","orcid":"https://orcid.org/0000-0003-4911-5725"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Sadia Samar Ali","raw_affiliation_strings":["Department of Industrial Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-4911-5725","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077439097","display_name":"Sankar Kumar Roy","orcid":"https://orcid.org/0000-0003-4478-1534"},"institutions":[{"id":"https://openalex.org/I41549804","display_name":"Vidyasagar University","ror":"https://ror.org/027jsza11","country_code":"IN","type":"education","lineage":["https://openalex.org/I41549804"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sankar Kumar Roy","raw_affiliation_strings":["Department of Applied Mathematics, Vidyasagar University, Midnapore, India","Department of Applied Mathematics, Vidyasagar University, Midnapore, West Bengal, India"],"raw_orcid":"https://orcid.org/0000-0003-4478-1534","affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics, Vidyasagar University, Midnapore, India","institution_ids":["https://openalex.org/I41549804"]},{"raw_affiliation_string":"Department of Applied Mathematics, Vidyasagar University, Midnapore, West Bengal, India","institution_ids":["https://openalex.org/I41549804"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070641581","display_name":"Gerhard\u2010Wilhelm Weber","orcid":"https://orcid.org/0000-0003-0849-7771"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Gerhard-Wilhelm Weber","raw_affiliation_strings":["Faculty of Engineering Management, Poznan University of Technology, Poznan, Poland"],"raw_orcid":"https://orcid.org/0000-0003-0849-7771","affiliations":[{"raw_affiliation_string":"Faculty of Engineering Management, Poznan University of Technology, Poznan, Poland","institution_ids":["https://openalex.org/I46597724"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0267,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.90627105,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"72","issue":null,"first_page":"4308","last_page":"4319"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.5095000267028809,"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":0.5095000267028809,"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/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.05270000174641609,"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/T10357","display_name":"Efficiency Analysis Using DEA","score":0.04569999873638153,"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/cluster-analysis","display_name":"Cluster analysis","score":0.6182000041007996},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.5884000062942505},{"id":"https://openalex.org/keywords/data-envelopment-analysis","display_name":"Data envelopment analysis","score":0.5562000274658203},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.48080000281333923},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.47360000014305115},{"id":"https://openalex.org/keywords/supply-chain-network","display_name":"Supply chain network","score":0.3840999901294708},{"id":"https://openalex.org/keywords/topsis","display_name":"TOPSIS","score":0.3650999963283539},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.36419999599456787}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6620000004768372},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6182000041007996},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.5884000062942505},{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.5562000274658203},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.48080000281333923},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.47360000014305115},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4668999910354614},{"id":"https://openalex.org/C2778397037","wikidata":"https://www.wikidata.org/wiki/Q17083947","display_name":"Supply chain network","level":4,"score":0.3840999901294708},{"id":"https://openalex.org/C51566761","wikidata":"https://www.wikidata.org/wiki/Q1235853","display_name":"TOPSIS","level":2,"score":0.3650999963283539},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.36419999599456787},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.3476000130176544},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.3386000096797943},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.33649998903274536},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.3260999917984009},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.311599999666214},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.29280000925064087},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2849000096321106},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.2840000092983246},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.2759000062942505},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.27149999141693115},{"id":"https://openalex.org/C89591040","wikidata":"https://www.wikidata.org/wiki/Q1779030","display_name":"Ideal solution","level":2,"score":0.265500009059906},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25450000166893005}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tem.2025.3626659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2025.3626659","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1970518367","https://openalex.org/W2026551581","https://openalex.org/W2898069736","https://openalex.org/W2928277486","https://openalex.org/W2953100082","https://openalex.org/W2965761488","https://openalex.org/W2968476788","https://openalex.org/W2971376523","https://openalex.org/W3013232537","https://openalex.org/W3035292025","https://openalex.org/W3091614728","https://openalex.org/W3122791448","https://openalex.org/W3139257894","https://openalex.org/W3154669616","https://openalex.org/W3162783630","https://openalex.org/W3194368124","https://openalex.org/W3211786718","https://openalex.org/W4200221402","https://openalex.org/W4206386454","https://openalex.org/W4207030359","https://openalex.org/W4214765382","https://openalex.org/W4224031717","https://openalex.org/W4226450950","https://openalex.org/W4281691046","https://openalex.org/W4283119641","https://openalex.org/W4296473446","https://openalex.org/W4297813717","https://openalex.org/W4298370935","https://openalex.org/W4304172208","https://openalex.org/W4308988385","https://openalex.org/W4319842599","https://openalex.org/W4323662658","https://openalex.org/W4362519669","https://openalex.org/W4380046438","https://openalex.org/W4387303189","https://openalex.org/W4388573897","https://openalex.org/W4389871110","https://openalex.org/W4391681539","https://openalex.org/W4391791271","https://openalex.org/W4394749661","https://openalex.org/W4399368335","https://openalex.org/W4399577833","https://openalex.org/W4405300690","https://openalex.org/W4406119543"],"related_works":[],"abstract_inverted_index":{"The":[0,115,198],"integration":[1],"of":[2,71,203],"Blockchain":[3],"Technology":[4],"(BT)":[5],"in":[6,17,28,210],"Supply":[7],"Chains":[8],"(SCs)":[9],"is":[10,117,165],"advancing":[11],"rapidly":[12],"due":[13],"to":[14,75,90,112,119,143],"its":[15],"benefits":[16],"transparency,":[18],"traceability,":[19],"security,":[20],"and":[21,45,53,84,101,105,140,147,162,173,178,183],"decentralization.":[22],"However,":[23],"SC":[24],"managers":[25],"face":[26],"challenges":[27],"evaluating":[29],"diverse":[30],"strategies":[31,209],"for":[32,69,137],"effective":[33],"BT":[34,129],"adoption.":[35],"This":[36],"study":[37],"proposes":[38],"a":[39,92,98,106,153],"comprehensive":[40],"framework":[41,116],"combining":[42],"criteria":[43],"weighting":[44],"evaluation":[46,95,205],"models":[47,185,195],"that":[48,152],"prioritize":[49],"simplicity,":[50],"idealism,":[51],"structure,":[52],"efficiency.":[54],"It":[55,132],"integrates":[56],"five":[57],"decision-making":[58],"techniques;":[59],"i.e.,":[60],"Simple":[61],"Additive":[62],"Weighted":[63],"(SAW),":[64],"Entropy":[65],"Method":[66],"(EM),":[67],"Technique":[68],"Order":[70],"Preference":[72],"by":[73],"Similarity":[74],"Ideal":[76],"Solution":[77],"(TOPSIS),":[78],"Super-Efficiency":[79],"Data":[80,86],"Envelopment":[81,87],"Analysis":[82,88],"(SEDEA),":[83],"Network":[85],"(NDEA),":[89],"provide":[91],"dynamic,":[93],"adaptable":[94],"process.":[96],"Additionally,":[97],"novel":[99],"risk-":[100],"scenario-based":[102],"optimization":[103],"model":[104],"predictive":[107],"comparison":[108],"approach":[109],"are":[110],"introduced":[111],"enhance":[113],"decision-making.":[114],"applied":[118],"the":[120,201],"Norwegian":[121],"Oil":[122],"&":[123],"Gas":[124],"(O&G)":[125],"sector,":[126],"analyzing":[127],"four":[128],"adoption":[130,169],"strategies.":[131],"incorporates":[133],"Machine":[134],"Learning":[135],"(ML)":[136],"similarity":[138],"analysis":[139],"dual-perspective":[141],"clustering":[142],"better":[144],"understand":[145],"inter-strategy":[146],"method":[148],"relationships.":[149],"Findings":[150],"show":[151],"focused,":[154],"single-purpose":[155],"blockchain":[156,208],"use,":[157],"especially":[158],"under":[159],"high-risk":[160],"conditions":[161],"transformational":[163],"strategies,":[164],"most":[166,187],"effective.":[167],"Key":[168],"drivers":[170],"include":[171],"market":[172],"customer":[174],"pressures,":[175],"collaboration":[176],"needs,":[177],"limited":[179],"IT":[180],"infrastructure.":[181],"Simplicity":[182],"idealism/non-idealism-based":[184],"aligned":[186],"closely":[188],"with":[189],"existing":[190],"literature,":[191],"while":[192],"network":[193],"structure-based":[194],"varied":[196],"more.":[197],"results":[199],"demonstrate":[200],"importance":[202],"consensus-based":[204],"when":[206],"selecting":[207],"SCs.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-28T23:10:37.245301","created_date":"2025-10-31T00:00:00"}