{"id":"https://openalex.org/W4404478876","doi":"https://doi.org/10.1145/3686081.3686114","title":"The Effectiveness Analysis Method of the Value-added Evaluation System of Higher Education Quality from the Perspective of Machine Learning","display_name":"The Effectiveness Analysis Method of the Value-added Evaluation System of Higher Education Quality from the Perspective of Machine Learning","publication_year":2024,"publication_date":"2024-04-26","ids":{"openalex":"https://openalex.org/W4404478876","doi":"https://doi.org/10.1145/3686081.3686114"},"language":"en","primary_location":{"id":"doi:10.1145/3686081.3686114","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3686081.3686114","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3686081.3686114?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Decision Science & Management","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3686081.3686114?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051496117","display_name":"Yuqi Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136047","display_name":"Weifang University of Science and Technology","ror":"https://ror.org/04ha2bb10","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136047"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuqi Liang","raw_affiliation_strings":["Shandong Vocational College of Information Technology, Weifang, Shandong, China"],"raw_orcid":"https://orcid.org/0009-0009-2504-2251","affiliations":[{"raw_affiliation_string":"Shandong Vocational College of Information Technology, Weifang, Shandong, China","institution_ids":["https://openalex.org/I4210136047"]}]},{"author_position":"last","author":{"id":null,"display_name":"Bing Wang","orcid":"https://orcid.org/0009-0007-0602-5021"},"institutions":[{"id":"https://openalex.org/I4210136047","display_name":"Weifang University of Science and Technology","ror":"https://ror.org/04ha2bb10","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136047"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Wang","raw_affiliation_strings":["Shandong Vocational College of Information Technology, Weifang, Shandong, China"],"raw_orcid":"https://orcid.org/0009-0007-0602-5021","affiliations":[{"raw_affiliation_string":"Shandong Vocational College of Information Technology, Weifang, Shandong, China","institution_ids":["https://openalex.org/I4210136047"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210136047"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"200","last_page":"204"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.1298999935388565,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.1298999935388565,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13161","display_name":"Ideological and Political Education","score":0.052299998700618744,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12705","display_name":"Educational Reforms and Innovations","score":0.04650000110268593,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.7646675109863281},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6297287940979004},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6259084939956665},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5418511033058167},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4264930486679077},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4042786657810211},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.11489555239677429}],"concepts":[{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.7646675109863281},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6297287940979004},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6259084939956665},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5418511033058167},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4264930486679077},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4042786657810211},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.11489555239677429},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3686081.3686114","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3686081.3686114","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3686081.3686114?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Decision Science & Management","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3686081.3686114","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3686081.3686114","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3686081.3686114?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Decision Science & Management","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404478876.pdf","grobid_xml":"https://content.openalex.org/works/W4404478876.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W328766226","https://openalex.org/W1514477737","https://openalex.org/W1528741131","https://openalex.org/W1569098853","https://openalex.org/W1901616594","https://openalex.org/W3159649695","https://openalex.org/W3208674021","https://openalex.org/W4232533539","https://openalex.org/W4302606294","https://openalex.org/W6600089797","https://openalex.org/W6611257893","https://openalex.org/W6630596267","https://openalex.org/W6634116496","https://openalex.org/W6738852829","https://openalex.org/W6767839947","https://openalex.org/W6869554581"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Machine":[0],"learning":[1,15],"and":[2,11,19,40,68,93,107,112,126,150,164,189],"education":[3,52,90,136,188,191],"are":[4,61,96,167],"closely":[5],"related.":[6],"Influenced":[7],"by":[8],"the":[9,34,41,48,58,120,127,134,141,172],"quality":[10,131],"technical":[12],"characteristics":[13],"of":[14,26,36,50,57,82,122,129,144,175,187],"itself,":[16],"its":[17],"prediction":[18],"decision":[20],"will":[21],"produce":[22],"a":[23,180],"certain":[24],"degree":[25],"deviation":[27],"or":[28],"inequality,":[29],"which":[30],"has":[31],"gradually":[32],"attracted":[33],"attention":[35],"scientific":[37],"research,":[38,63],"professionals":[39],"public.":[42],"In":[43,156],"general,":[44],"our":[45],"research":[46,59,73],"in":[47],"field":[49],"value-added":[51,89,135,173,185],"evaluation":[53,91,137,145,154,186],"is":[54,76],"weak.":[55],"Most":[56],"results":[60],"theoretical":[62],"focusing":[64],"on":[65],"connotation":[66,128],"definition":[67],"significance":[69],"discussion.":[70,100],"Practical":[71],"application":[72],"with":[74],"operability":[75],"not":[77],"deep":[78],"enough.":[79],"A":[80],"series":[81],"issues":[83],"such":[84],"as":[85,116],"how":[86],"to":[87,169],"construct":[88],"system":[92],"mode":[94],"selection":[95],"still":[97],"worth":[98],"further":[99],"Therefore,":[101],"this":[102,157],"paper":[103],"takes":[104],"\"Computer":[105],"Science":[106],"Technology\",":[108],"\"Electronic":[109],"information":[110],"engineering\"":[111],"\"Information":[113],"Resource":[114],"Management\"":[115],"an":[117],"example,":[118],"combines":[119],"requirements":[121],"professional":[123],"training":[124,130],"objectives":[125],"evaluation,":[132],"constructs":[133],"index":[138,146],"system,":[139],"obtains":[140],"relevant":[142],"data":[143],"through":[147],"questionnaire":[148],"survey,":[149],"adopts":[151],"fuzzy":[152],"comprehensive":[153],"method.":[155],"paper,":[158],"miml-circle":[159],"algorithm,":[160],"principal":[161],"component":[162],"analysis":[163],"other":[165],"methods":[166],"used":[168],"quantitatively":[170],"evaluate":[171],"status":[174],"higher":[176],"education.":[177],"It":[178],"provides":[179],"basis":[181],"for":[182],"objectively":[183],"presenting":[184],"improving":[190],"quality.":[192]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}