{"id":"https://openalex.org/W1975404328","doi":"https://doi.org/10.1109/fuzz-ieee.2014.6891531","title":"The prioritization for higher education institutions performance criteria with Fuzzy Analytical Hierarchy Process","display_name":"The prioritization for higher education institutions performance criteria with Fuzzy Analytical Hierarchy Process","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W1975404328","doi":"https://doi.org/10.1109/fuzz-ieee.2014.6891531","mag":"1975404328"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2014.6891531","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2014.6891531","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-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/A5101585904","display_name":"Rati Wongsathan","orcid":"https://orcid.org/0000-0002-7237-6694"},"institutions":[{"id":"https://openalex.org/I34956611","display_name":"North Chiang Mai University","ror":"https://ror.org/04dhnbf86","country_code":"TH","type":"education","lineage":["https://openalex.org/I34956611"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"R. Wongsathan","raw_affiliation_strings":["Electrical and Computer Engineering Department, North-Chiangmai University, Chiangmai, Thailand","Electrical and Computer Engineering Department, North-Chiangmai University, Chiangmai Thailand CO50230"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, North-Chiangmai University, Chiangmai, Thailand","institution_ids":["https://openalex.org/I34956611"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department, North-Chiangmai University, Chiangmai Thailand CO50230","institution_ids":["https://openalex.org/I34956611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098250773","display_name":"A. Khaothawirat","orcid":null},"institutions":[{"id":"https://openalex.org/I34956611","display_name":"North Chiang Mai University","ror":"https://ror.org/04dhnbf86","country_code":"TH","type":"education","lineage":["https://openalex.org/I34956611"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"A. Khaothawirat","raw_affiliation_strings":["Electrical and Computer Engineering Department, North-Chiangmai University, Chiangmai, Thailand","Electr. & Comput. Eng. Dept., North-Chiangmai Univ., Chiangmai, Thailand"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, North-Chiangmai University, Chiangmai, Thailand","institution_ids":["https://openalex.org/I34956611"]},{"raw_affiliation_string":"Electr. & Comput. Eng. Dept., North-Chiangmai Univ., Chiangmai, Thailand","institution_ids":["https://openalex.org/I34956611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5098284283","display_name":"W. Khuankaew","orcid":null},"institutions":[{"id":"https://openalex.org/I34956611","display_name":"North Chiang Mai University","ror":"https://ror.org/04dhnbf86","country_code":"TH","type":"education","lineage":["https://openalex.org/I34956611"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"W. Khuankaew","raw_affiliation_strings":["Electrical and Computer Engineering Department, North-Chiangmai University, Chiangmai, Thailand","Electrical and Computer Engineering Department, North-Chiangmai University, Chiangmai Thailand CO50230"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, North-Chiangmai University, Chiangmai, Thailand","institution_ids":["https://openalex.org/I34956611"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department, North-Chiangmai University, Chiangmai Thailand CO50230","institution_ids":["https://openalex.org/I34956611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101585904"],"corresponding_institution_ids":["https://openalex.org/I34956611"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.09461071,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"1395","last_page":"1401"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9829000234603882,"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":0.9829000234603882,"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/T13955","display_name":"Evaluation Methods in Various Fields","score":0.9248999953269958,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14368","display_name":"Evaluation and Optimization Models","score":0.90420001745224,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"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":0.7316070199012756},{"id":"https://openalex.org/keywords/vagueness","display_name":"Vagueness","score":0.6515949964523315},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.6133661270141602},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.549432635307312},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5375369191169739},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.5267716646194458},{"id":"https://openalex.org/keywords/membership-function","display_name":"Membership function","score":0.5256425142288208},{"id":"https://openalex.org/keywords/multiple-criteria-decision-analysis","display_name":"Multiple-criteria decision analysis","score":0.49241530895233154},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.48890987038612366},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.47252944111824036},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.46791818737983704},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46131631731987},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.4485520124435425},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.4355087876319885},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4210156798362732},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.40173619985580444},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19682979583740234},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.11109587550163269}],"concepts":[{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.7316070199012756},{"id":"https://openalex.org/C2776825360","wikidata":"https://www.wikidata.org/wiki/Q1411921","display_name":"Vagueness","level":3,"score":0.6515949964523315},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.6133661270141602},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.549432635307312},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5375369191169739},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.5267716646194458},{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.5256425142288208},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.49241530895233154},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.48890987038612366},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.47252944111824036},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.46791818737983704},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46131631731987},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.4485520124435425},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.4355087876319885},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4210156798362732},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.40173619985580444},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19682979583740234},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.11109587550163269},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2014.6891531","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2014.6891531","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W237368243","https://openalex.org/W2096084648","https://openalex.org/W2129756840","https://openalex.org/W2187815840","https://openalex.org/W2923916621","https://openalex.org/W4211007335","https://openalex.org/W4285719527","https://openalex.org/W6687054139"],"related_works":["https://openalex.org/W2060617333","https://openalex.org/W2093381264","https://openalex.org/W2040401713","https://openalex.org/W2085182244","https://openalex.org/W2917836534","https://openalex.org/W1899703204","https://openalex.org/W2080087838","https://openalex.org/W1486684451","https://openalex.org/W4361273540","https://openalex.org/W4361984403"],"abstract_inverted_index":{"This":[0],"research":[1],"is":[2,37],"an":[3],"investigation":[4],"of":[5,11,27,52,61,67,77,83,127,134,146,151],"criteria":[6,47,70,90,141],"for":[7,39,48],"making":[8],"a":[9],"decision":[10,20],"quality":[12,28,53],"in":[13,29],"the":[14,25,30,44,50,78,95,107,118,125,139,159],"higher":[15],"education":[16],"institutions.":[17],"The":[18,64,100,144],"multi-criteria":[19,41],"was":[21],"used":[22],"to":[23,42,114],"achieve":[24],"progressive":[26],"university.":[31],"Fuzzy":[32],"Analytical":[33],"Hierarchy":[34],"Process":[35],"(FAHP)":[36],"applied":[38],"these":[40],"select":[43],"highest":[45],"prioritizing":[46],"achieving":[49],"goal":[51],"institution":[54],"which":[55],"can":[56],"tolerate":[57],"vagueness":[58],"and":[59,71,91,142,149,156],"uncertainty":[60],"human":[62],"judgment.":[63],"hierarchy":[65],"consists":[66],"9":[68],"main":[69,89,140],"44":[72],"sub-criteria,":[73],"recognized":[74],"by":[75,105],"Office":[76],"Higher":[79],"Education":[80,84],"Commission":[81],"Ministry":[82],"Thailand,":[85],"correspond":[86],"with":[87],"those":[88],"6":[92],"alternatives":[93],"from":[94,110],"experts":[96],"under":[97],"each":[98,152],"sub-criterion.":[99],"sensitivity":[101],"analysis":[102],"has":[103,130,137,158],"made":[104],"changing":[106],"membership":[108,112,116,122],"function,":[109,117],"triangular":[111],"function":[113],"trapezoidal":[115],"studied":[119],"also":[120],"changed":[121],"number.":[123],"However":[124],"result":[126],"this":[128],"hypothesis":[129],"shown":[131],"that":[132],"none":[133],"functions":[135],"variation":[136],"impacted":[138],"alternative.":[143],"comparison":[145],"preference":[147],"score":[148],"priority":[150],"criterion":[153],"between":[154],"FAHP":[155],"AHP":[157],"same":[160],"results.":[161]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
