{"id":"https://openalex.org/W1973810917","doi":"https://doi.org/10.1145/1816041.1816074","title":"Music video affective understanding using feature importance analysis","display_name":"Music video affective understanding using feature importance analysis","publication_year":2010,"publication_date":"2010-07-05","ids":{"openalex":"https://openalex.org/W1973810917","doi":"https://doi.org/10.1145/1816041.1816074","mag":"1973810917"},"language":"en","primary_location":{"id":"doi:10.1145/1816041.1816074","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1816041.1816074","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM International Conference on Image and Video Retrieval","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100711127","display_name":"Yue Cui","orcid":"https://orcid.org/0000-0002-5001-4940"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yue Cui","raw_affiliation_strings":["University of Newcastle, Callaghan, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Newcastle, Callaghan, NSW, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112525655","display_name":"Jesse S. Jin","orcid":"https://orcid.org/0000-0002-8194-485X"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jesse S. Jin","raw_affiliation_strings":["University of Newcastle, Callaghan, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Newcastle, Callaghan, NSW, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055433405","display_name":"Shiliang Zhang","orcid":"https://orcid.org/0000-0001-9053-9314"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shiliang Zhang","raw_affiliation_strings":["Inst. of Comput. Tech., CAS, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inst. of Comput. Tech., CAS, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078730212","display_name":"Suhuai Luo","orcid":"https://orcid.org/0000-0002-6185-6035"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Suhuai Luo","raw_affiliation_strings":["University of Newcastle, Callaghan, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Newcastle, Callaghan, NSW, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111504451","display_name":"Qi Tian","orcid":"https://orcid.org/0000-0002-5165-4325"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qi Tian","raw_affiliation_strings":["University of Texas at San Antonio, TX","[University of Texas at San Antonio, TX]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas at San Antonio, TX","institution_ids":["https://openalex.org/I45438204"]},{"raw_affiliation_string":"[University of Texas at San Antonio, TX]","institution_ids":["https://openalex.org/I45438204"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2805,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.77363377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"213","last_page":"219"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9997000098228455,"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":0.9997000098228455,"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/T10788","display_name":"Neuroscience and Music Perception","score":0.9860000014305115,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9810000061988831,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/valence","display_name":"Valence (chemistry)","score":0.792565107345581},{"id":"https://openalex.org/keywords/arousal","display_name":"Arousal","score":0.7779616117477417},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7526614665985107},{"id":"https://openalex.org/keywords/zh\u00e0ng","display_name":"Zh\u00e0ng","score":0.5888761878013611},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4952985346317291},{"id":"https://openalex.org/keywords/affective-computing","display_name":"Affective computing","score":0.42960885167121887},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4288044273853302},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.41694873571395874},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4107816815376282},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3827498257160187},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3348982334136963},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15582981705665588},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.07313773036003113}],"concepts":[{"id":"https://openalex.org/C168900304","wikidata":"https://www.wikidata.org/wiki/Q171407","display_name":"Valence (chemistry)","level":2,"score":0.792565107345581},{"id":"https://openalex.org/C36951298","wikidata":"https://www.wikidata.org/wiki/Q379784","display_name":"Arousal","level":2,"score":0.7779616117477417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7526614665985107},{"id":"https://openalex.org/C2777045944","wikidata":"https://www.wikidata.org/wiki/Q12170198","display_name":"Zh\u00e0ng","level":3,"score":0.5888761878013611},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4952985346317291},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.42960885167121887},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4288044273853302},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.41694873571395874},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4107816815376282},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3827498257160187},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3348982334136963},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15582981705665588},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.07313773036003113},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1816041.1816074","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1816041.1816074","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM International Conference on Image and Video Retrieval","raw_type":"proceedings-article"},{"id":"pmh:uon:10051","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.13/927124","pdf_url":null,"source":{"id":"https://openalex.org/S4377196471","display_name":"NOVA (University of Newcastle Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I78757542","host_organization_name":"University of Newcastle Australia","host_organization_lineage":["https://openalex.org/I78757542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4000000059604645,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320333993","display_name":"Microsoft Research Asia","ror":"https://ror.org/0300m5276"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1869391892","https://openalex.org/W2011664673","https://openalex.org/W2024424774","https://openalex.org/W2032360374","https://openalex.org/W2071392655","https://openalex.org/W2098287351","https://openalex.org/W2098935012","https://openalex.org/W2099407718","https://openalex.org/W2107442740","https://openalex.org/W2114025269","https://openalex.org/W2133367748","https://openalex.org/W2143174504","https://openalex.org/W2144345993","https://openalex.org/W2144459292","https://openalex.org/W2148600927","https://openalex.org/W2148603752","https://openalex.org/W2156709807","https://openalex.org/W2162092944","https://openalex.org/W2492294785","https://openalex.org/W2500846359","https://openalex.org/W3140428646","https://openalex.org/W4239875977","https://openalex.org/W4243801427","https://openalex.org/W4292023222","https://openalex.org/W4319308497","https://openalex.org/W7014191107","https://openalex.org/W7071374342"],"related_works":["https://openalex.org/W2029072726","https://openalex.org/W91913183","https://openalex.org/W2936882366","https://openalex.org/W2736893848","https://openalex.org/W2128698257","https://openalex.org/W1544055438","https://openalex.org/W3003450285","https://openalex.org/W2013608943","https://openalex.org/W4399628019","https://openalex.org/W4310841718"],"abstract_inverted_index":{"Music":[0,33],"video":[1,34,82,180],"is":[2,39,128],"a":[3,55,175],"popular":[4,44],"type":[5],"of":[6,41,160],"entertainment":[7],"by":[8,78],"viewers.":[9],"Currently,":[10],"the":[11,19,42,90,102,147],"novel":[12,56],"indexing":[13],"and":[14,28,37,66,71,105,111,123,140,155],"retrieval":[15],"approach":[16,60],"based":[17],"on":[18,80,178],"affective":[20,35,83,181],"cues":[21],"contained":[22],"in":[23,46,89,143,158],"music":[24,81,179],"videos":[25],"becomes":[26],"more":[27,29],"attractive":[30],"to":[31,61,100,145],"users.":[32],"analysis":[36,59],"understanding":[38],"one":[40],"most":[43,63],"topics":[45],"current":[47],"multimedia":[48],"community.":[49],"In":[50],"this":[51],"paper,":[52],"we":[53],"propose":[54],"feature":[57,103,120,126],"importance":[58,121],"select":[62],"representative":[64],"arousal":[65,70,110,139],"valence":[67,72,141],"features":[68,97,116],"for":[69,138],"modeling.":[73],"Compared":[74],"with":[75,109,165],"state-of-the-art":[76],"work":[77],"Zhang":[79],"analysis,":[84,122],"our":[85,171],"main":[86],"contributions":[87],"are":[88,98,117,136],"following":[91],"aspects:":[92],"(1)":[93],"Another":[94],"3":[95],"affect-related":[96],"extracted":[99,115],"enrich":[101],"set":[104],"exploit":[106],"their":[107],"correlation":[108],"valence.":[112],"(2)":[113],"All":[114],"ordered":[118],"via":[119],"then":[124],"optimal":[125],"subset":[127],"selected":[129],"after":[130],"ordering.":[131],"(3)":[132],"Different":[133],"regression":[134],"methods":[135],"compared":[137,164],"modeling":[142],"order":[144],"find":[146],"fittest":[148],"estimation":[149],"function.":[150],"Our":[151],"method":[152,173],"achieves":[153],"33.39%":[154],"42.17%":[156],"deduction":[157],"terms":[159],"mean":[161],"absolute":[162],"error":[163],"Zhang's":[166],"method.":[167],"Experimental":[168],"results":[169],"demonstrate":[170],"proposed":[172],"has":[174],"considerable":[176],"improvement":[177],"understanding.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
