{"id":"https://openalex.org/W4213034667","doi":"https://doi.org/10.1007/s40314-022-01780-y","title":"Efficiency assessment using fuzzy production possibility set and enhanced Russell Graph measure","display_name":"Efficiency assessment using fuzzy production possibility set and enhanced Russell Graph measure","publication_year":2022,"publication_date":"2022-02-22","ids":{"openalex":"https://openalex.org/W4213034667","doi":"https://doi.org/10.1007/s40314-022-01780-y"},"language":"en","primary_location":{"id":"doi:10.1007/s40314-022-01780-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40314-022-01780-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40314-022-01780-y.pdf","source":{"id":"https://openalex.org/S4210195884","display_name":"Computational and Applied Mathematics","issn_l":"1807-0302","issn":["1807-0302","2238-3603"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Applied Mathematics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s40314-022-01780-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064225117","display_name":"Manuel Arana\u2010Jim\u00e9nez","orcid":"https://orcid.org/0000-0002-0290-6477"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Manuel Arana-Jim\u00e9nez","raw_affiliation_strings":["Department of Statistics and Operational Research, University of C\u00e1diz, C\u00e1diz, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and Operational Research, University of C\u00e1diz, C\u00e1diz, Spain","institution_ids":["https://openalex.org/I39147953"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032625413","display_name":"M. Carmen S\u00e1nchez-Gil","orcid":"https://orcid.org/0000-0003-0829-4157"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. Carmen S\u00e1nchez-Gil","raw_affiliation_strings":["Department of Statistics and Operational Research, University of C\u00e1diz, C\u00e1diz, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and Operational Research, University of C\u00e1diz, C\u00e1diz, Spain","institution_ids":["https://openalex.org/I39147953"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082442305","display_name":"Sebasti\u00e1n Lozano","orcid":"https://orcid.org/0000-0002-0401-3584"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sebasti\u00e1n Lozano","raw_affiliation_strings":["Department of Industrial Management, University of Seville, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Management, University of Seville, Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044533627","display_name":"Atefeh Younesi","orcid":"https://orcid.org/0000-0002-2063-3011"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Atefeh Younesi","raw_affiliation_strings":["Department of Statistics and Operational Research, University of C\u00e1diz, C\u00e1diz, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and Operational Research, University of C\u00e1diz, C\u00e1diz, Spain","institution_ids":["https://openalex.org/I39147953"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064225117"],"corresponding_institution_ids":["https://openalex.org/I39147953"],"apc_list":null,"apc_paid":null,"fwci":1.0171,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.7734707,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"41","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9993000030517578,"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/T12709","display_name":"Optimization and Mathematical Programming","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9973000288009644,"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/fuzzy-logic","display_name":"Fuzzy logic","score":0.6727045178413391},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5603188872337341},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.5318647623062134},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5305911302566528},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.5268862247467041},{"id":"https://openalex.org/keywords/axiomatic-system","display_name":"Axiomatic system","score":0.5089607238769531},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.460645467042923},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.459821492433548},{"id":"https://openalex.org/keywords/axiom","display_name":"Axiom","score":0.4365408718585968},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43480390310287476},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4337596297264099},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.4336671233177185},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.42857763171195984},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.42495888471603394},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2705782949924469},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11133882403373718}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6727045178413391},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5603188872337341},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.5318647623062134},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5305911302566528},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.5268862247467041},{"id":"https://openalex.org/C125773388","wikidata":"https://www.wikidata.org/wiki/Q792542","display_name":"Axiomatic system","level":3,"score":0.5089607238769531},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.460645467042923},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.459821492433548},{"id":"https://openalex.org/C167729594","wikidata":"https://www.wikidata.org/wiki/Q17736","display_name":"Axiom","level":2,"score":0.4365408718585968},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43480390310287476},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4337596297264099},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.4336671233177185},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.42857763171195984},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.42495888471603394},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2705782949924469},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11133882403373718},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s40314-022-01780-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40314-022-01780-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40314-022-01780-y.pdf","source":{"id":"https://openalex.org/S4210195884","display_name":"Computational and Applied Mathematics","issn_l":"1807-0302","issn":["1807-0302","2238-3603"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Applied Mathematics","raw_type":"journal-article"},{"id":"pmh:oai:idus.us.es:11441/134798","is_oa":true,"landing_page_url":"https://idus.us.es/handle//11441/134798","pdf_url":null,"source":{"id":"https://openalex.org/S4306400333","display_name":"idUS (Universidad de Sevilla)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79238269","host_organization_name":"Universidad de Sevilla","host_organization_lineage":["https://openalex.org/I79238269"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:rodin.uca.es:10498/26425","is_oa":true,"landing_page_url":"http://hdl.handle.net/10498/26425","pdf_url":null,"source":{"id":"https://openalex.org/S4306400506","display_name":"RODIN (Universidad de C\u00e1diz)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39147953","host_organization_name":"Universidad de C\u00e1diz","host_organization_lineage":["https://openalex.org/I39147953"],"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":"Comp. Appl. Math. 41, 79 (2022)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s40314-022-01780-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40314-022-01780-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40314-022-01780-y.pdf","source":{"id":"https://openalex.org/S4210195884","display_name":"Computational and Applied Mathematics","issn_l":"1807-0302","issn":["1807-0302","2238-3603"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Applied Mathematics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6399999856948853}],"awards":[{"id":"https://openalex.org/G4531677044","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G7318961119","display_name":null,"funder_award_id":"PGC2018-095786-B-I00","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G7646435448","display_name":null,"funder_award_id":"MTM2017-89577-P","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G8063416118","display_name":null,"funder_award_id":"PGC2018","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G8816077928","display_name":null,"funder_award_id":"AYA2016-75931-C2-1-P","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"}],"funders":[{"id":"https://openalex.org/F4320315062","display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","ror":null},{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320325313","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11"},{"id":"https://openalex.org/F4320326754","display_name":"Junta de Andaluc\u00eda","ror":"https://ror.org/01jem9c82"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4213034667.pdf","grobid_xml":"https://content.openalex.org/works/W4213034667.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W88262272","https://openalex.org/W798023909","https://openalex.org/W1042520194","https://openalex.org/W1213878625","https://openalex.org/W1532618550","https://openalex.org/W1570952812","https://openalex.org/W1707386856","https://openalex.org/W1963838640","https://openalex.org/W1972500249","https://openalex.org/W1976920082","https://openalex.org/W1992691743","https://openalex.org/W1995123739","https://openalex.org/W2000171585","https://openalex.org/W2002023758","https://openalex.org/W2006748591","https://openalex.org/W2019124416","https://openalex.org/W2029149597","https://openalex.org/W2040253889","https://openalex.org/W2044863006","https://openalex.org/W2048959935","https://openalex.org/W2053049526","https://openalex.org/W2055688953","https://openalex.org/W2056441932","https://openalex.org/W2058352759","https://openalex.org/W2060339277","https://openalex.org/W2063970263","https://openalex.org/W2066559088","https://openalex.org/W2069069851","https://openalex.org/W2069608252","https://openalex.org/W2076452041","https://openalex.org/W2129763896","https://openalex.org/W2141032432","https://openalex.org/W2162693653","https://openalex.org/W2171791067","https://openalex.org/W2330022088","https://openalex.org/W2506753585","https://openalex.org/W2522066333","https://openalex.org/W2573684610","https://openalex.org/W2590896821","https://openalex.org/W2765439544","https://openalex.org/W2778140068","https://openalex.org/W2801266866","https://openalex.org/W2885490394","https://openalex.org/W2886752158","https://openalex.org/W2900084105","https://openalex.org/W2911454810","https://openalex.org/W2970857329","https://openalex.org/W3015620126","https://openalex.org/W3048200156","https://openalex.org/W3092211800","https://openalex.org/W3092803667","https://openalex.org/W3096829563","https://openalex.org/W3119684667","https://openalex.org/W3181245447","https://openalex.org/W4236509276","https://openalex.org/W4255870664"],"related_works":["https://openalex.org/W2184441312","https://openalex.org/W2253053392","https://openalex.org/W2331106272","https://openalex.org/W1542808721","https://openalex.org/W2614887008","https://openalex.org/W2121560876","https://openalex.org/W3118797707","https://openalex.org/W1485268022","https://openalex.org/W173448675","https://openalex.org/W2366385051"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"paper":[2],"studies":[3],"the":[4,24,86,89,103],"efficiency":[5,59,63],"assessment":[6],"of":[7,23],"Decision":[8],"Making":[9],"Units":[10],"(DMUs)":[11],"when":[12],"their":[13],"inputs":[14],"and":[15,31,52,56,88,98,105],"outputs":[16],"are":[17],"fuzzy":[18,25,33,42,50,68,79],"sets.":[19],"An":[20],"axiomatic":[21],"derivation":[22],"production":[26],"possibility":[27],"set":[28],"is":[29,38],"presented":[30],"a":[32,41],"enhanced":[34],"Russell":[35],"graph":[36],"measure":[37],"formulated":[39],"using":[40],"arithmetic":[43],"approach.":[44],"The":[45,71],"proposed":[46,72],"approach":[47,73],"uses":[48],"polygonal":[49],"sets":[51],"LU-fuzzy":[53],"partial":[54],"orders,":[55],"provides":[57],"crisp":[58],"measures":[60],"(and":[61],"associated":[62],"ranking)":[64],"as":[65,67],"well":[66],"efficient":[69],"targets.":[70],"has":[74,94],"been":[75],"compared":[76],"with":[77],"other":[78],"DEA":[80],"approaches":[81],"on":[82],"different":[83],"datasets":[84],"from":[85],"literature,":[87],"results":[90],"show":[91],"that":[92],"it":[93],"more":[95,99],"discriminant":[96],"power":[97],"flexibility":[100],"in":[101],"modelling":[102],"input":[104],"output":[106],"data.":[107]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}