{"id":"https://openalex.org/W4372215557","doi":"https://doi.org/10.1145/3582580.3582635","title":"A Comprehensive Evaluation Mode for Higher Education Based on AHP-TOPSIS-EWM and Hierarchical Clustering","display_name":"A Comprehensive Evaluation Mode for Higher Education Based on AHP-TOPSIS-EWM and Hierarchical Clustering","publication_year":2022,"publication_date":"2022-12-16","ids":{"openalex":"https://openalex.org/W4372215557","doi":"https://doi.org/10.1145/3582580.3582635"},"language":"en","primary_location":{"id":"doi:10.1145/3582580.3582635","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3582580.3582635","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 5th International Conference on Education Technology Management","raw_type":"proceedings-article"},"type":"conference-paper","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/A5115053689","display_name":"Ao Ding","orcid":"https://orcid.org/0000-0002-6523-8293"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ao Ding","raw_affiliation_strings":["Harbin Institute of Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-6523-8293","affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015144150","display_name":"Shen Wang","orcid":"https://orcid.org/0000-0001-7571-2879"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shen Wang","raw_affiliation_strings":["Harbin Institute of Technology, China"],"raw_orcid":"https://orcid.org/0000-0001-7571-2879","affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001568584","display_name":"Muze Wang","orcid":"https://orcid.org/0000-0001-7922-2009"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muze Wang","raw_affiliation_strings":["Harbin Institute of Technology, China"],"raw_orcid":"https://orcid.org/0000-0001-7922-2009","affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"316","last_page":"320"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10546","display_name":"Higher Education Governance and Development","score":0.9111999869346619,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10546","display_name":"Higher Education Governance and Development","score":0.9111999869346619,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.7748863101005554},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7339265942573547},{"id":"https://openalex.org/keywords/topsis","display_name":"TOPSIS","score":0.6784253716468811},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.677302896976471},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6652907729148865},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5023510456085205},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.4798297882080078},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43021538853645325},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.4129980206489563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41237878799438477},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.21706107258796692},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14188817143440247}],"concepts":[{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.7748863101005554},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7339265942573547},{"id":"https://openalex.org/C51566761","wikidata":"https://www.wikidata.org/wiki/Q1235853","display_name":"TOPSIS","level":2,"score":0.6784253716468811},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.677302896976471},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6652907729148865},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5023510456085205},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.4798297882080078},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43021538853645325},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.4129980206489563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41237878799438477},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.21706107258796692},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14188817143440247},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3582580.3582635","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3582580.3582635","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 5th International Conference on Education Technology Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2020329991","https://openalex.org/W2056481271","https://openalex.org/W2151467784","https://openalex.org/W2302684695","https://openalex.org/W2921017418","https://openalex.org/W3126569721","https://openalex.org/W4206117433","https://openalex.org/W4245038470","https://openalex.org/W6643400350"],"related_works":["https://openalex.org/W3006483227","https://openalex.org/W4235282010","https://openalex.org/W2322700324","https://openalex.org/W2385413488","https://openalex.org/W2355536739","https://openalex.org/W2295782676","https://openalex.org/W3205024428","https://openalex.org/W2351959113","https://openalex.org/W4381430929","https://openalex.org/W2191080415"],"abstract_inverted_index":{"The":[0],"higher":[1,30,94,106,178,208],"education":[2,31,95,107,179,209],"plays":[3],"an":[4],"important":[5],"role":[6],"in":[7,108,132],"the":[8,35,51,59,65,72,75,83,88,92,103,113,116,120,123,126,136,141,144,157,164,168,172,177,183,186,199],"development":[9],"of":[10,74,91,101,105,115,125,135,143],"a":[11,20,26,39,98,205],"country.":[12,110],"Research":[13],"on":[14,50,58],"this":[15,47],"issue":[16],"may":[17],"serve":[18],"as":[19],"reference":[21],"for":[22,46,207],"countries":[23,149],"to":[24,86,176,202],"build":[25],"healthy":[27],"and":[28,37,54,64,77,80,122,128,194,197],"sustainable":[29],"system.":[32,181],"We":[33,154],"reviewed":[34],"literature":[36],"created":[38],"dataset":[40],"Higher":[41],"Education":[42],"Evaluation":[43],"Dataset":[44],"(HEED)":[45],"problem":[48],"based":[49],"collected":[52],"data":[53,196],"interpolation":[55],"algorithms.":[56],"Based":[57],"Analytic":[60],"Hierarchy":[61],"Process":[62],"(AHP)":[63],"Entropy":[66],"Weighting":[67],"Method":[68],"(EWM),":[69],"we":[70,146],"established":[71],"weights":[73],"dimension":[76],"indicator":[78],"layers,":[79],"then":[81],"used":[82],"TOPSIS":[84,129],"method":[85],"calculate":[87],"health":[89,104],"score":[90],"national":[93],"system,":[96],"obtaining":[97],"model":[99,137,173,206],"capable":[100],"assessing":[102],"any":[109],"In":[111],"addition,":[112],"combination":[114],"subjectivity":[117],"provided":[118],"by":[119],"AHP":[121],"objectivity":[124],"EWM":[127],"methods":[130],"results":[131,159],"better":[133],"performance":[134],"evaluation.":[138,210],"To":[139],"verify":[140],"validity":[142],"model,":[145,169,187],"clustered":[147],"20":[148],"using":[150],"hierarchical":[151],"clustering":[152,158],"algorithm.":[153],"found":[155],"that":[156,171],"are":[160],"generally":[161],"consistent":[162],"with":[163,192],"ratings":[165],"obtained":[166],"from":[167],"verifying":[170],"is":[174,198],"applicable":[175],"evaluation":[180],"Finally,":[182],"paper":[184],"summarizes":[185],"which":[188],"combines":[189],"subjective":[190],"indicators":[191],"quantitative":[193],"objective":[195],"first":[200],"attempt":[201],"use":[203],"such":[204]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}