{"id":"https://openalex.org/W2048500750","doi":"https://doi.org/10.1109/dest.2013.6611344","title":"Z-AHP: A Z-number extension of fuzzy analytical hierarchy process","display_name":"Z-AHP: A Z-number extension of fuzzy analytical hierarchy process","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2048500750","doi":"https://doi.org/10.1109/dest.2013.6611344","mag":"2048500750"},"language":"en","primary_location":{"id":"doi:10.1109/dest.2013.6611344","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dest.2013.6611344","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 7th IEEE International Conference on Digital Ecosystems and Technologies (DEST)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10072/424081","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017029449","display_name":"A. Azadeh","orcid":"https://orcid.org/0000-0002-1685-3257"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali Azadeh","raw_affiliation_strings":["School of Industrial and Systems Engineering, College of Engineering, University of Tehran, Iran","Sch. of Ind. & Syst. Eng., Univ. of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial and Systems Engineering, College of Engineering, University of Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]},{"raw_affiliation_string":"Sch. of Ind. & Syst. Eng., Univ. of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024383984","display_name":"Morteza Saberi","orcid":"https://orcid.org/0000-0002-5168-2078"},"institutions":[{"id":"https://openalex.org/I205640436","display_name":"Curtin University","ror":"https://ror.org/02n415q13","country_code":"AU","type":"education","lineage":["https://openalex.org/I205640436"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Morteza Saberi","raw_affiliation_strings":["School of Information Systems, Curtin Business School, Curtin University, Perth, WA, Australia","Sch. of Inf. Syst., Curtin Univ. Perth, Perth, WA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Systems, Curtin Business School, Curtin University, Perth, WA, Australia","institution_ids":["https://openalex.org/I205640436"]},{"raw_affiliation_string":"Sch. of Inf. Syst., Curtin Univ. Perth, Perth, WA, Australia","institution_ids":["https://openalex.org/I205640436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000930331","display_name":"Nasim Zandi Atashbar","orcid":"https://orcid.org/0000-0002-8004-5430"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Nasim Zandi Atashbar","raw_affiliation_strings":["School of Industrial and Systems Engineering, College of Engineering, University of Tehran, Iran","Sch. of Ind. & Syst. Eng., Univ. of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial and Systems Engineering, College of Engineering, University of Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]},{"raw_affiliation_string":"Sch. of Ind. & Syst. Eng., Univ. of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031465905","display_name":"Elizabeth Chang","orcid":"https://orcid.org/0000-0002-4439-1854"},"institutions":[{"id":"https://openalex.org/I205640436","display_name":"Curtin University","ror":"https://ror.org/02n415q13","country_code":"AU","type":"education","lineage":["https://openalex.org/I205640436"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Elizabeth Chang","raw_affiliation_strings":["School of Information Systems, Curtin Business School, Curtin University, Perth, WA, Australia","Sch. of Inf. Syst., Curtin Univ. Perth, Perth, WA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Systems, Curtin Business School, Curtin University, Perth, WA, Australia","institution_ids":["https://openalex.org/I205640436"]},{"raw_affiliation_string":"Sch. of Inf. Syst., Curtin Univ. Perth, Perth, WA, Australia","institution_ids":["https://openalex.org/I205640436"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061866785","display_name":"Peiman Pazhoheshfar","orcid":null},"institutions":[{"id":"https://openalex.org/I155419210","display_name":"Islamic Azad University, Science and Research Branch","ror":"https://ror.org/03187yj51","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I155419210"]},{"id":"https://openalex.org/I2801771032","display_name":"Islamic Azad University, Arak","ror":"https://ror.org/02558wk32","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I2801771032"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Peiman Pazhoheshfar","raw_affiliation_strings":["Department of Industrial Engineering, Science and Research Branch, Islamic Azad University, Arak, Iran","Dept. of Ind. Eng., Islamic Azad Univ., Arak, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Science and Research Branch, Islamic Azad University, Arak, Iran","institution_ids":["https://openalex.org/I2801771032","https://openalex.org/I155419210"]},{"raw_affiliation_string":"Dept. of Ind. Eng., Islamic Azad Univ., Arak, Iran","institution_ids":["https://openalex.org/I2801771032"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.3927,"has_fulltext":false,"cited_by_count":90,"citation_normalized_percentile":{"value":0.96469296,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"141","last_page":"147"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9546999931335449,"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9416000247001648,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.8765987157821655},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.6399336457252502},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5465784072875977},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.54655921459198},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5456200242042542},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5269454717636108},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5012297630310059},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.49872255325317383},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.44993898272514343},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4323650598526001},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35780811309814453},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3106688857078552},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2807353734970093},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.2688482701778412}],"concepts":[{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.8765987157821655},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.6399336457252502},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5465784072875977},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.54655921459198},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5456200242042542},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5269454717636108},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5012297630310059},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.49872255325317383},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.44993898272514343},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4323650598526001},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35780811309814453},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3106688857078552},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2807353734970093},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2688482701778412},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/dest.2013.6611344","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dest.2013.6611344","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 7th IEEE International Conference on Digital Ecosystems and Technologies (DEST)","raw_type":"proceedings-article"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/424081","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/424081","pdf_url":null,"source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"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":"","raw_type":"Conference output"}],"best_oa_location":{"id":"pmh:oai:research-repository.griffith.edu.au:10072/424081","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/424081","pdf_url":null,"source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"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":"","raw_type":"Conference output"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W152758449","https://openalex.org/W1549316217","https://openalex.org/W1575611982","https://openalex.org/W1968769172","https://openalex.org/W1989386272","https://openalex.org/W2004698524","https://openalex.org/W2017132227","https://openalex.org/W2031391868","https://openalex.org/W2038190934","https://openalex.org/W2040197058","https://openalex.org/W2040225111","https://openalex.org/W2042774699","https://openalex.org/W2059536960","https://openalex.org/W2068188900","https://openalex.org/W2092620885","https://openalex.org/W2096084648","https://openalex.org/W2106906989","https://openalex.org/W2129756840","https://openalex.org/W2145521132","https://openalex.org/W2340270372","https://openalex.org/W2362494595","https://openalex.org/W2404167437","https://openalex.org/W4211007335","https://openalex.org/W6676143339","https://openalex.org/W6704063259","https://openalex.org/W6712850979"],"related_works":["https://openalex.org/W4318028252","https://openalex.org/W4206658728","https://openalex.org/W2273515602","https://openalex.org/W1486684451","https://openalex.org/W2116249946","https://openalex.org/W2801459815","https://openalex.org/W2099285375","https://openalex.org/W4361273540","https://openalex.org/W4361984403","https://openalex.org/W4317826560"],"abstract_inverted_index":{"Analytical":[0],"Hierarchy":[1],"Process":[2],"(AHP)":[3],"under":[4],"uncertain":[5,95],"environment":[6],"is":[7,17,41,66,74,108,126],"still":[8],"an":[9,42],"open":[10],"issue.":[11],"The":[12,50],"objective":[13],"of":[14,45,57,69,85,135],"this":[15],"study":[16],"to":[18,81,110,128],"propose":[19],"a":[20,36,58,67,101,124],"new":[21,75,102],"AHP":[22,103],"method":[23,104],"based":[24,105],"on":[25,106],"Z-number.":[26],"First,":[27],"Z-number":[28,107,119],"are":[29],"taken":[30],"into":[31],"consideration.":[32],"Zadeh":[33],"[1]":[34],"proposed":[35,109],"notion,":[37],"namely":[38],"Z-number,":[39],"which":[40,77],"order":[43],"pair":[44],"fuzzy":[46,59],"numbers":[47],"(A,":[48],"B).":[49],"first":[51,71],"component,":[52],"A,":[53],"plays":[54],"the":[55,62,70,83,94,130,133],"role":[56],"restriction":[60],"and":[61,88],"second":[63],"component":[64],"B":[65],"reliability":[68],"component.":[72],"It":[73],"concept":[76],"has":[78],"more":[79],"power":[80],"describe":[82],"knowledge":[84],"human":[86],"being":[87],"will":[89],"be":[90],"widely":[91],"used":[92],"in":[93],"information":[96],"process":[97,122],"[2,":[98],"3].":[99],"Second,":[100],"deal":[111],"with":[112],"linguistic":[113],"decision":[114],"making":[115],"problems.":[116],"Finally,":[117],"by":[118],"analytical":[120],"hierarchy":[121],"(Z-number-AHP)":[123],"model":[125],"developed":[127],"search":[129],"criteria's":[131],"for":[132],"evaluation":[134],"best":[136],"universities.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
