{"id":"https://openalex.org/W4281733938","doi":"https://doi.org/10.1145/3529399.3529405","title":"Emotion\u00a0Recognition of Chinese Traditional Folk Music using an Assembling Machine Learning Method","display_name":"Emotion\u00a0Recognition of Chinese Traditional Folk Music using an Assembling Machine Learning Method","publication_year":2022,"publication_date":"2022-03-11","ids":{"openalex":"https://openalex.org/W4281733938","doi":"https://doi.org/10.1145/3529399.3529405"},"language":"en","primary_location":{"id":"doi:10.1145/3529399.3529405","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3529399.3529405","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 7th International Conference on Machine Learning Technologies (ICMLT)","raw_type":"proceedings-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/A5100765528","display_name":"Chaoyu Wang","orcid":"https://orcid.org/0000-0002-5774-2350"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Chaoyu Wang","raw_affiliation_strings":["Beijing National Day School, China"],"affiliations":[{"raw_affiliation_string":"Beijing National Day School, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005347513","display_name":"Zijie Zheng","orcid":"https://orcid.org/0000-0001-7622-0470"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zijie Zheng","raw_affiliation_strings":["Beijing National Day School, China"],"affiliations":[{"raw_affiliation_string":"Beijing National Day School, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100765528"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1487,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.3706388,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"30","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11309","display_name":"Music and Audio Processing","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9534000158309937,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10788","display_name":"Neuroscience and Music Perception","score":0.9431999921798706,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/folk-music","display_name":"Folk music","score":0.7148374319076538},{"id":"https://openalex.org/keywords/timbre","display_name":"Timbre","score":0.6421973705291748},{"id":"https://openalex.org/keywords/traditional-music","display_name":"Traditional music","score":0.5544770359992981},{"id":"https://openalex.org/keywords/folk-song","display_name":"Folk song","score":0.5043681859970093},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5018901824951172},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.43404635787010193},{"id":"https://openalex.org/keywords/loudness","display_name":"Loudness","score":0.42026007175445557},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3442494571208954},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3314005136489868},{"id":"https://openalex.org/keywords/literature","display_name":"Literature","score":0.18326422572135925},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.15829604864120483},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.14238590002059937}],"concepts":[{"id":"https://openalex.org/C2991805854","wikidata":"https://www.wikidata.org/wiki/Q43343","display_name":"Folk music","level":3,"score":0.7148374319076538},{"id":"https://openalex.org/C2776539107","wikidata":"https://www.wikidata.org/wiki/Q176501","display_name":"Timbre","level":3,"score":0.6421973705291748},{"id":"https://openalex.org/C2993398479","wikidata":"https://www.wikidata.org/wiki/Q43343","display_name":"Traditional music","level":3,"score":0.5544770359992981},{"id":"https://openalex.org/C2992446111","wikidata":"https://www.wikidata.org/wiki/Q43343","display_name":"Folk song","level":2,"score":0.5043681859970093},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5018901824951172},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.43404635787010193},{"id":"https://openalex.org/C79018884","wikidata":"https://www.wikidata.org/wiki/Q622324","display_name":"Loudness","level":2,"score":0.42026007175445557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3442494571208954},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3314005136489868},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.18326422572135925},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.15829604864120483},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.14238590002059937},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3529399.3529405","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3529399.3529405","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 7th International Conference on Machine Learning Technologies (ICMLT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W113940810","https://openalex.org/W2011853905","https://openalex.org/W2144707026","https://openalex.org/W2160929029","https://openalex.org/W2171848217","https://openalex.org/W6683918919"],"related_works":["https://openalex.org/W1107690805","https://openalex.org/W2097318409","https://openalex.org/W2739662815","https://openalex.org/W2378020481","https://openalex.org/W2387176079","https://openalex.org/W2379279603","https://openalex.org/W2383506748","https://openalex.org/W2135028252","https://openalex.org/W2104108008","https://openalex.org/W2381009163"],"abstract_inverted_index":{"Various":[0],"papers":[1],"published":[2],"recently":[3],"about":[4],"the":[5,42,60,121,135,152],"emotion":[6,122],"of":[7,24,45,62,89,102,123,137,145],"western":[8],"pop":[9],"music,":[10,105],"none":[11],"have":[12],"looked":[13],"into":[14],"how":[15],"to":[16,98,130,150],"describe":[17],"Chinese":[18,31,48,67,94,103,125,138],"traditional":[19,32,49,68,95,104,124,139],"folk":[20,33,50,69,96,126,140,156],"music.":[21,127,141],"The":[22,38,112,142],"accuracy":[23,115],"existing":[25],"algorithms":[26],"in":[27,30],"recognizing":[28,120],"emotions":[29,146],"music":[34,51,63,70,92,97,157],"is":[35,41,52],"just":[36],"42%.":[37],"fundamental":[39],"problem":[40],"composing":[43],"style":[44],"Western":[46,90],"and":[47,80,93,110],"vastly":[53],"different.":[54],"As":[55],"a":[56],"result,":[57],"we":[58,84],"quantify":[59],"sentiment":[61],"using":[64],"\"Enhanced":[65],"XGBoost\"":[66],"model":[71],"which":[72],"integrates":[73],"three":[74],"judgment":[75],"models:":[76],"logistic":[77],"regression,":[78],"SVM,":[79],"XGBoost.":[81],"For":[82],"training,":[83],"use":[85],"collected":[86],"data":[87],"sets":[88],"pure":[91],"determine":[99],"four":[100],"characteristics":[101],"including":[106],"pitch,":[107],"loudness,":[108],"rhythm,":[109],"timbre.":[111],"enhanced":[113],"model's":[114],"achieves":[116],"85":[117],"percent":[118],"when":[119],"We":[128],"aims":[129],"provide":[131],"technical":[132],"assistance":[133],"for":[134,159],"development":[136],"quantitative":[143],"study":[144],"can":[147],"be":[148],"used":[149],"help":[151],"platform":[153],"produce":[154],"personalized":[155],"recommendations":[158],"users.":[160]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}