{"id":"https://openalex.org/W3193609420","doi":"https://doi.org/10.1155/2021/4936873","title":"An Adaptive BP Neural Network Model for Teaching Quality Evaluation in Colleges and Universities","display_name":"An Adaptive BP Neural Network Model for Teaching Quality Evaluation in Colleges and Universities","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3193609420","doi":"https://doi.org/10.1155/2021/4936873","mag":"3193609420"},"language":"en","primary_location":{"id":"doi:10.1155/2021/4936873","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/4936873","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/4936873.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/wcmc/2021/4936873.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101962598","display_name":"Yong Jin","orcid":"https://orcid.org/0000-0002-3175-1224"},"institutions":[{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yong Jin","raw_affiliation_strings":["Department of Academic Affairs, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China"],"affiliations":[{"raw_affiliation_string":"Department of Academic Affairs, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China","institution_ids":["https://openalex.org/I4210098460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116479885","display_name":"Yiwen Yang","orcid":"https://orcid.org/0000-0003-2136-6602"},"institutions":[{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiwen Yang","raw_affiliation_strings":["Department of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China"],"affiliations":[{"raw_affiliation_string":"Department of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China","institution_ids":["https://openalex.org/I4210098460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113649909","display_name":"Baican Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baican Yang","raw_affiliation_strings":["Department of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China"],"affiliations":[{"raw_affiliation_string":"Department of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China","institution_ids":["https://openalex.org/I4210098460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081502277","display_name":"Yunfu Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I46975222","display_name":"Yunnan University of Traditional Chinese Medicine","ror":"https://ror.org/04zap7912","country_code":"CN","type":"education","lineage":["https://openalex.org/I46975222"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfu Zhang","raw_affiliation_strings":["Department of Organization, Yunnan University of Traditional Chinese Medicine, Kunming 650000, China"],"affiliations":[{"raw_affiliation_string":"Department of Organization, Yunnan University of Traditional Chinese Medicine, Kunming 650000, China","institution_ids":["https://openalex.org/I46975222"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101962598"],"corresponding_institution_ids":["https://openalex.org/I4210098460"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":0.8391,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.78737329,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.9811000227928162,"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":0.9811000227928162,"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/T14413","display_name":"Advanced Technologies in Various Fields","score":0.9757000207901001,"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/T13567","display_name":"AI and Multimedia in Education","score":0.9725000262260437,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8134885430335999},{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.7416517734527588},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7177960872650146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5487563610076904},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.5263592004776001},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5198215246200562},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5134673714637756},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.49849486351013184},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.47976645827293396},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4596315324306488},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4143884778022766},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.2844929099082947},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07739648222923279}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8134885430335999},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.7416517734527588},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7177960872650146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5487563610076904},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.5263592004776001},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5198215246200562},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5134673714637756},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.49849486351013184},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.47976645827293396},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4596315324306488},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4143884778022766},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2844929099082947},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07739648222923279},{"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/4936873","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/4936873","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/4936873.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1df41d79aba3484c91e97b9f74e3e3b3","is_oa":true,"landing_page_url":"https://doaj.org/article/1df41d79aba3484c91e97b9f74e3e3b3","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wireless Communications and Mobile Computing, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/4936873","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/4936873","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/4936873.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1982687643","display_name":null,"funder_award_id":"GY-15","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G2309142206","display_name":null,"funder_award_id":"GY-15","funder_id":"https://openalex.org/F4320323484","funder_display_name":"State Administration of Traditional Chinese Medicine of the People's Republic of China"},{"id":"https://openalex.org/G7018891915","display_name":null,"funder_award_id":"17dz2301000","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G7708289126","display_name":null,"funder_award_id":"17dz2301000","funder_id":"https://openalex.org/F4320323484","funder_display_name":"State Administration of Traditional Chinese Medicine of the People's Republic of China"}],"funders":[{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"},{"id":"https://openalex.org/F4320323484","display_name":"State Administration of Traditional Chinese Medicine of the People's Republic of China","ror":"https://ror.org/003cpqh10"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3193609420.pdf","grobid_xml":"https://content.openalex.org/works/W3193609420.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W2075480953","https://openalex.org/W2558527455","https://openalex.org/W2599837009","https://openalex.org/W2607177595","https://openalex.org/W2618368454","https://openalex.org/W2766634624","https://openalex.org/W2775486081","https://openalex.org/W2804828040","https://openalex.org/W2887431661","https://openalex.org/W2894434606","https://openalex.org/W2894798205","https://openalex.org/W3000257229","https://openalex.org/W3041838758","https://openalex.org/W3087262113","https://openalex.org/W3089499347","https://openalex.org/W3108822924","https://openalex.org/W3126978712","https://openalex.org/W3150864706","https://openalex.org/W3159000416","https://openalex.org/W3162367524","https://openalex.org/W3163630577","https://openalex.org/W3182280043"],"related_works":["https://openalex.org/W4318028252","https://openalex.org/W4206658728","https://openalex.org/W2385683470","https://openalex.org/W2605508318","https://openalex.org/W3134416257","https://openalex.org/W2322155822","https://openalex.org/W1745582813","https://openalex.org/W2325384277","https://openalex.org/W2357152830","https://openalex.org/W4295762775"],"abstract_inverted_index":{"There":[0],"is":[1,60,87,115,127,149],"currently":[2],"no":[3],"fair,":[4],"rational,":[5],"or":[6],"scientific":[7],"approach":[8],"for":[9],"evaluating":[10],"college":[11,26,136],"teachers\u2019":[12],"teaching":[13,23,121,139,147],"abilities.":[14],"Mathematical":[15],"methods":[16,68],"are":[17,52,75],"frequently":[18],"used":[19],"to":[20,30,77,106,118,129,159],"measure":[21],"the":[22,47,66,83,90,96,108,113,124,131,153,160],"capacity":[24],"of":[25,95,101,135,146,155],"instructors":[27],"in":[28],"order":[29],"make":[31],"it":[32],"more":[33],"scientific.":[34],"Traditional":[35],"statistical":[36],"analysis":[37],"evaluation":[38,41,145,157],"models,":[39],"fuzzy":[40],"methods,":[42,45],"grey":[43],"decision":[44],"and":[46,93,112,123,137],"analytic":[48],"hierarchy":[49],"process":[50],"(AHP)":[51],"only":[53],"a":[54,61,102],"few":[55],"examples.":[56],"Because":[57],"teacher":[58],"assessment":[59],"nonlinear":[62,133],"problem,":[63],"even":[64],"though":[65],"preceding":[67],"have":[69],"produced":[70],"some":[71,78],"positive":[72],"results,":[73],"they":[74],"vulnerable":[76],"subjectivity.":[79],"In":[80],"this":[81],"paper,":[82],"neural":[84,99],"network":[85,100,125],"model":[86,114],"incorporated":[88],"into":[89],"adaptive":[91],"vector":[92],"momentum":[94],"modified":[97],"BP":[98],"gradient":[103],"descent":[104],"method":[105],"boost":[107],"model\u2019s":[109,143],"convergence":[110],"speed,":[111],"thoroughly":[116],"researched":[117],"evaluate":[119],"university":[120,138],"quality,":[122],"structure":[126],"omitted":[128],"address":[130],"complex":[132],"problem":[134],"quality":[140],"assessment.":[141],"The":[142],"comprehensive":[144],"activities":[148],"then":[150],"bolstered":[151],"by":[152],"addition":[154],"new":[156],"indexes":[158],"existing":[161],"ones.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2026-03-15T09:29:46.208133","created_date":"2025-10-10T00:00:00"}
