{"id":"https://openalex.org/W4415915200","doi":"https://doi.org/10.1007/s44163-025-00562-9","title":"A method for evaluating the quality of music teaching based on PSO-BP neural network model","display_name":"A method for evaluating the quality of music teaching based on PSO-BP neural network model","publication_year":2025,"publication_date":"2025-11-05","ids":{"openalex":"https://openalex.org/W4415915200","doi":"https://doi.org/10.1007/s44163-025-00562-9"},"language":"en","primary_location":{"id":"doi:10.1007/s44163-025-00562-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-025-00562-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00562-9.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00562-9.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Keyi Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149102","display_name":"Sanya University","ror":"https://ror.org/04fa2qd52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149102"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Keyi Zhu","raw_affiliation_strings":["University of Sanya, Sanya, 572000, Hainan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sanya, Sanya, 572000, Hainan, China","institution_ids":["https://openalex.org/I4210149102"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210149102"],"apc_list":{"value":990,"currency":"EUR","value_usd":1067},"apc_paid":{"value":990,"currency":"EUR","value_usd":1067},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30326594,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11425","display_name":"Diverse Music Education Insights","score":0.46230000257492065,"subfield":{"id":"https://openalex.org/subfields/1210","display_name":"Music"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11425","display_name":"Diverse Music Education Insights","score":0.46230000257492065,"subfield":{"id":"https://openalex.org/subfields/1210","display_name":"Music"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.11309999972581863,"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":0.053300000727176666,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.6934000253677368},{"id":"https://openalex.org/keywords/objectivity","display_name":"Objectivity (philosophy)","score":0.5892000198364258},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5127000212669373},{"id":"https://openalex.org/keywords/subjectivity","display_name":"Subjectivity","score":0.5012000203132629},{"id":"https://openalex.org/keywords/evaluation-methods","display_name":"Evaluation methods","score":0.46709999442100525},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.36309999227523804}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7157999873161316},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6934000253677368},{"id":"https://openalex.org/C2482559","wikidata":"https://www.wikidata.org/wiki/Q206330","display_name":"Objectivity (philosophy)","level":2,"score":0.5892000198364258},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5870000123977661},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5127000212669373},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.508400022983551},{"id":"https://openalex.org/C202889954","wikidata":"https://www.wikidata.org/wiki/Q1139554","display_name":"Subjectivity","level":2,"score":0.5012000203132629},{"id":"https://openalex.org/C3018395757","wikidata":"https://www.wikidata.org/wiki/Q1379672","display_name":"Evaluation methods","level":2,"score":0.46709999442100525},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.36309999227523804},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.31310001015663147},{"id":"https://openalex.org/C167310288","wikidata":"https://www.wikidata.org/wiki/Q7564808","display_name":"Sound quality","level":2,"score":0.2976999878883362},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2770000100135803},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.26579999923706055},{"id":"https://openalex.org/C3020001037","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assessment","level":3,"score":0.26330000162124634},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.2547000050544739}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44163-025-00562-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-025-00562-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00562-9.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fd015626d8204121b1015107ea30bf7c","is_oa":true,"landing_page_url":"https://doaj.org/article/fd015626d8204121b1015107ea30bf7c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Discover Artificial Intelligence, Vol 5, Iss 1, Pp 1-14 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44163-025-00562-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-025-00562-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00562-9.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415915200.pdf","grobid_xml":"https://content.openalex.org/works/W4415915200.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W3185859320","https://openalex.org/W3189446433","https://openalex.org/W4206314220","https://openalex.org/W4281770250","https://openalex.org/W4293452549","https://openalex.org/W4303446654","https://openalex.org/W4362671010","https://openalex.org/W4377820101","https://openalex.org/W4386893673","https://openalex.org/W4387450659","https://openalex.org/W4394621165","https://openalex.org/W4399969274"],"related_works":[],"abstract_inverted_index":{"To":[0],"address":[1],"the":[2,17,47,54,89,119,130],"subjectivity":[3],"and":[4,42,51,64,83,104,118],"uncertainty":[5],"in":[6,115],"traditional":[7,75],"music":[8,43,66,133],"teaching":[9,34,38,40,67,134],"quality":[10,68],"evaluation":[11,27,69,90,95,120],"methods,":[12,76],"a":[13],"method":[14,25,112],"based":[15],"on":[16],"PSO-BP":[18],"neural":[19,56],"network":[20,57],"model":[21],"is":[22,71],"proposed.":[23],"This":[24],"selects":[26],"indicators":[28],"from":[29],"multiple":[30],"dimensions":[31,96],"such":[32,97],"as":[33,98],"ability,":[35],"learning":[36],"effectiveness,":[37],"resources,":[39],"interaction,":[41],"emotion.":[44],"By":[45],"optimizing":[46],"initial":[48],"connection":[49],"weights":[50],"thresholds":[52],"of":[53,132],"BP":[55],"through":[58],"PSO":[59],"algorithm,":[60],"an":[61],"objective,":[62],"accurate,":[63],"efficient":[65],"system":[70],"constructed.":[72],"Compared":[73],"to":[74,124],"it":[77],"not":[78],"only":[79],"significantly":[80],"enhances":[81],"objectivity":[82],"accuracy":[84],"but":[85],"also":[86],"further":[87],"refines":[88],"criteria":[91],"by":[92],"introducing":[93],"multi-level":[94],"technicality,":[99],"motivation,":[100],"teaching,":[101],"interactivity,":[102],"artistry,":[103],"standardization.":[105],"The":[106],"case":[107],"analysis":[108],"shows":[109],"that":[110],"this":[111],"performs":[113],"well":[114],"practical":[116],"applications,":[117],"results":[121],"are":[122],"closer":[123],"reality,":[125],"providing":[126],"strong":[127],"support":[128],"for":[129],"improvement":[131],"quality.":[135]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-11-05T00:00:00"}
