{"id":"https://openalex.org/W4410194904","doi":"https://doi.org/10.1177/14727978251341493","title":"Analysis of students\u2019 emotion based on visual clues in online music teaching","display_name":"Analysis of students\u2019 emotion based on visual clues in online music teaching","publication_year":2025,"publication_date":"2025-05-08","ids":{"openalex":"https://openalex.org/W4410194904","doi":"https://doi.org/10.1177/14727978251341493"},"language":"en","primary_location":{"id":"doi:10.1177/14727978251341493","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978251341493","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-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/A5050110680","display_name":"Xiaoping Yi","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Xiaoping Yi","raw_affiliation_strings":["College of Education Science, Guangxi Minzu Normal University, Chongzuo, China"],"affiliations":[{"raw_affiliation_string":"College of Education Science, Guangxi Minzu Normal University, Chongzuo, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5050110680"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11302126,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"5","first_page":"4751","last_page":"4761"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9667999744415283,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/boredom","display_name":"Boredom","score":0.8313128352165222},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7403907179832458},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.663094162940979},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5544652938842773},{"id":"https://openalex.org/keywords/affective-computing","display_name":"Affective computing","score":0.5156599283218384},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.484567791223526},{"id":"https://openalex.org/keywords/pleasure","display_name":"Pleasure","score":0.47032010555267334},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4602462649345398},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42993348836898804},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4014657437801361},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.38544583320617676},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3473820984363556},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.33979231119155884},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20535439252853394}],"concepts":[{"id":"https://openalex.org/C2777589236","wikidata":"https://www.wikidata.org/wiki/Q34255","display_name":"Boredom","level":2,"score":0.8313128352165222},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7403907179832458},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.663094162940979},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5544652938842773},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.5156599283218384},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.484567791223526},{"id":"https://openalex.org/C2777113389","wikidata":"https://www.wikidata.org/wiki/Q208195","display_name":"Pleasure","level":2,"score":0.47032010555267334},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4602462649345398},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42993348836898804},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4014657437801361},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.38544583320617676},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3473820984363556},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33979231119155884},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20535439252853394},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/14727978251341493","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978251341493","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7599999904632568,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2481681431","https://openalex.org/W2505935812","https://openalex.org/W2800751229","https://openalex.org/W2902449706","https://openalex.org/W2970710980","https://openalex.org/W2982670714","https://openalex.org/W3004245552","https://openalex.org/W3007282427","https://openalex.org/W3036381403","https://openalex.org/W3098798439","https://openalex.org/W3099104041","https://openalex.org/W4206905813","https://openalex.org/W4289241697","https://openalex.org/W4300818165","https://openalex.org/W4307561071","https://openalex.org/W6841136534"],"related_works":["https://openalex.org/W3080495370","https://openalex.org/W2584926856","https://openalex.org/W2075935902","https://openalex.org/W4285597148","https://openalex.org/W4398164220","https://openalex.org/W2745497104","https://openalex.org/W2773864994","https://openalex.org/W2901531394","https://openalex.org/W2775620487","https://openalex.org/W1559262936"],"abstract_inverted_index":{"The":[0,44,79],"effectiveness":[1],"of":[2,85,114],"online":[3,41,115,129],"music":[4,42,116],"education":[5],"relies":[6],"heavily":[7],"on":[8,31],"understanding":[9],"and":[10,19,58,69,89,108,144],"addressing":[11],"students\u2019":[12],"emotional":[13,54,76,93],"states,":[14],"which":[15],"can":[16],"impact":[17],"engagement":[18],"learning":[20],"outcomes.":[21],"This":[22,118],"paper":[23],"presents":[24],"a":[25,70,121],"novel":[26],"emotion":[27,97,125],"recognition":[28,83,98,126],"method":[29,45],"based":[30],"an":[32],"improved":[33],"frame":[34],"attention":[35],"network":[36],"(IFAN),":[37],"designed":[38],"specifically":[39],"for":[40,91,123,134],"teaching.":[43],"utilizes":[46],"facial":[47,67],"expression":[48],"data":[49],"to":[50,63,74,137,147],"identify":[51],"four":[52],"key":[53],"states\u2014pleasure,":[55],"concentration,":[56],"confusion,":[57],"boredom\u2014by":[59],"introducing":[60],"deformable":[61],"convolution":[62],"better":[64],"capture":[65],"dynamic":[66],"features":[68],"feature":[71],"aggregation":[72],"module":[73],"enhance":[75,149],"temporal":[77],"patterns.":[78],"proposed":[80],"model":[81,105,150],"achieves":[82],"accuracies":[84],"96%,":[86],"94%,":[87],"93%,":[88],"98%":[90],"each":[92],"state,":[94],"outperforming":[95],"existing":[96],"methods.":[99],"Experimental":[100],"results":[101],"indicate":[102],"that":[103],"the":[104,112],"is":[106],"robust":[107],"highly":[109],"accurate":[110],"in":[111,128],"context":[113],"education.":[117],"research":[119],"provides":[120],"foundation":[122],"real-time":[124],"systems":[127],"teaching":[130],"environments,":[131],"with":[132],"potential":[133],"future":[135],"work":[136],"incorporate":[138],"multimodal":[139],"data,":[140],"such":[141],"as":[142],"audio":[143],"physiological":[145],"signals,":[146],"further":[148],"performance.":[151]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}