{"id":"https://openalex.org/W7140076752","doi":"https://doi.org/10.1016/j.procs.2026.02.411","title":"A Fuzzy Inference System for Quantitative Evaluation of Viable Supplier Performance","display_name":"A Fuzzy Inference System for Quantitative Evaluation of Viable Supplier Performance","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7140076752","doi":"https://doi.org/10.1016/j.procs.2026.02.411"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2026.02.411","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.02.411","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.procs.2026.02.411","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035697305","display_name":"Kamar Zekhnini","orcid":"https://orcid.org/0000-0002-8778-9651"},"institutions":[{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Kamar Zekhnini","raw_affiliation_strings":["University of Picardie Jules Verne, Saint Quentin, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Picardie Jules Verne, Saint Quentin, France","institution_ids":["https://openalex.org/I4647051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010194075","display_name":"Abla Chaouni Benabdellah","orcid":"https://orcid.org/0000-0003-2953-9109"},"institutions":[{"id":"https://openalex.org/I4210106663","display_name":"International University of Rabat","ror":"https://ror.org/01t9czq80","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210106663"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abla Chaouni Benabdellah","raw_affiliation_strings":["BEAR Lab, Rabat Business School, International University of Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BEAR Lab, Rabat Business School, International University of Rabat, Morocco","institution_ids":["https://openalex.org/I4210106663"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5128688150","display_name":"Zakaria Fattah","orcid":null},"institutions":[{"id":"https://openalex.org/I66456633","display_name":"Universit\u00e9 de N\u00eemes","ror":"https://ror.org/044t4x544","country_code":"FR","type":"education","lineage":["https://openalex.org/I66456633"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Zakaria Fattah","raw_affiliation_strings":["Laboratoire de Math\u00e9matiques, Informatiques, Physique et Applications, N\u00eemes University, Site des Carmes, Place Gabriel P\u00e9ri, 30000 N\u00eemes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire de Math\u00e9matiques, Informatiques, Physique et Applications, N\u00eemes University, Site des Carmes, Place Gabriel P\u00e9ri, 30000 N\u00eemes, France","institution_ids":["https://openalex.org/I66456633"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035697305"],"corresponding_institution_ids":["https://openalex.org/I4647051"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.60771347,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"277","issue":null,"first_page":"3761","last_page":"3770"},"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":0.7497000098228455,"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":0.7497000098228455,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.04230000078678131,"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.03909999877214432,"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":0.6485999822616577},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5992000102996826},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.520799994468689},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5174999833106995},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5070000290870667},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.48840001225471497},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.4648999869823456},{"id":"https://openalex.org/keywords/fuzzy-inference-system","display_name":"Fuzzy inference system","score":0.4523000121116638}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8483999967575073},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6485999822616577},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5992000102996826},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.520799994468689},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5174999833106995},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5070000290870667},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.48840001225471497},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.4648999869823456},{"id":"https://openalex.org/C2987376176","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference system","level":5,"score":0.4523000121116638},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4487999975681305},{"id":"https://openalex.org/C2778897053","wikidata":"https://www.wikidata.org/wiki/Q125783","display_name":"Supplier evaluation","level":4,"score":0.44600000977516174},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44429999589920044},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.43689998984336853},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4000999927520752},{"id":"https://openalex.org/C104861157","wikidata":"https://www.wikidata.org/wiki/Q1357275","display_name":"Supplier relationship management","level":4,"score":0.3395000100135803},{"id":"https://openalex.org/C2986395286","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference","level":5,"score":0.3271999955177307},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3034999966621399},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.2973000109195709},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2969000041484833},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.29170000553131104},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.2849999964237213},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.2773999869823456},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2705000042915344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26440000534057617},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.25380000472068787}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.procs.2026.02.411","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.02.411","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2026.02.411","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.02.411","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1965541210","https://openalex.org/W1992983421","https://openalex.org/W2033170335","https://openalex.org/W2291782949","https://openalex.org/W2328017717","https://openalex.org/W2766679380","https://openalex.org/W2788922693","https://openalex.org/W2795036778","https://openalex.org/W2890250855","https://openalex.org/W2922285790","https://openalex.org/W2980747601","https://openalex.org/W2986652469","https://openalex.org/W2990291506","https://openalex.org/W2990351738","https://openalex.org/W2996521213","https://openalex.org/W3011218883","https://openalex.org/W3015960835","https://openalex.org/W3114034839","https://openalex.org/W3127251996","https://openalex.org/W3134061947","https://openalex.org/W3167893420","https://openalex.org/W3170478641","https://openalex.org/W3209258194","https://openalex.org/W4210684241","https://openalex.org/W4387903940","https://openalex.org/W4400361407","https://openalex.org/W4406734901"],"related_works":[],"abstract_inverted_index":{"In":[0],"a":[1,13,89,114,133,149],"world":[2],"characterized":[3],"by":[4],"volatility,":[5],"uncertainty,":[6],"complexity,":[7],"and":[8,21,48,78,87,106,119,144],"ambiguity\u2014often":[9],"referred":[10],"to":[11,117,160],"as":[12,72,146],"VUCA":[14,70],"environment-":[15],"the":[16,32,64,69,84,98,121,124,137],"concept":[17],"of":[18,34,45,76,123],"digitalization,":[19,46],"resilience,":[20,47],"sustainability":[22,49],"has":[23,50],"attracted":[24],"considerable":[25],"attention.":[26],"Thus,":[27,80],"incorporating":[28],"those":[29],"paradigms":[30,155],"enables":[31],"exploration":[33],"viable":[35,103,162],"supply":[36,55,158],"chain":[37,56],"performance":[38],"regarding":[39],"disruptions.":[40],"As":[41],"viability":[42,131],"in":[43,54,63,68,132,156],"terms":[44],"acquired":[51],"global":[52],"attention":[53],"management,":[57],"this":[58,81],"factor":[59],"merits":[60],"special":[61],"consideration":[62],"supplier":[65,130,150],"selection":[66,151],"process":[67],"world,":[71],"it":[73,147],"is":[74,111,139],"full":[75],"uncertainty":[77],"ambiguity.":[79],"paper":[82],"considers":[83],"existing":[85],"issues":[86],"provides":[88,148],"decision-making":[90],"system":[91,127,152],"based":[92],"on":[93],"Fuzzy":[94],"set":[95],"theory,":[96],"particularly":[97],"fuzzy":[99,125],"inference":[100,126],"system,":[101],"for":[102,128,141],"suppliers\u2019":[104],"evaluation":[105],"selection.":[107],"The":[108],"proposed":[109],"model":[110],"conducted":[112],"through":[113],"MATLAB":[115],"simulation":[116],"analyze":[118],"demonstrate":[120],"effectiveness":[122],"evaluating":[129],"case":[134],"study.":[135],"Therefore,":[136],"study":[138],"useful":[140],"both":[142],"academics":[143],"practitioners":[145],"considering":[153],"different":[154],"digital":[157],"chains":[159],"achieve":[161],"performance.":[163]},"counts_by_year":[],"updated_date":"2026-05-01T08:36:08.643496","created_date":"2026-03-24T00:00:00"}