{"id":"https://openalex.org/W2887558244","doi":"https://doi.org/10.1587/transinf.2017edp7362","title":"Construction of Spontaneous Emotion Corpus from Indonesian TV Talk Shows and Its Application on Multimodal Emotion Recognition","display_name":"Construction of Spontaneous Emotion Corpus from Indonesian TV Talk Shows and Its Application on Multimodal Emotion Recognition","publication_year":2018,"publication_date":"2018-07-31","ids":{"openalex":"https://openalex.org/W2887558244","doi":"https://doi.org/10.1587/transinf.2017edp7362","mag":"2887558244"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2017edp7362","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2017edp7362","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E101.D/8/E101.D_2017EDP7362/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/E101.D/8/E101.D_2017EDP7362/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044076701","display_name":"Nurul Lubis","orcid":"https://orcid.org/0000-0002-4461-7243"},"institutions":[{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Nurul LUBIS","raw_affiliation_strings":["Augmented Human Communication Lab, Nara Institute of Science and Technology"],"affiliations":[{"raw_affiliation_string":"Augmented Human Communication Lab, Nara Institute of Science and Technology","institution_ids":["https://openalex.org/I75917431"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109119353","display_name":"Dessi Puji Lestari","orcid":null},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Dessi LESTARI","raw_affiliation_strings":["School of Informatics and Electrical Engineering, Institut Teknologi Bandung"],"affiliations":[{"raw_affiliation_string":"School of Informatics and Electrical Engineering, Institut Teknologi Bandung","institution_ids":["https://openalex.org/I134635517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040108974","display_name":"Sakriani Sakti","orcid":"https://orcid.org/0000-0001-5509-8963"},"institutions":[{"id":"https://openalex.org/I4210126580","display_name":"RIKEN Center for Advanced Intelligence Project","ror":"https://ror.org/03ckxwf91","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652","https://openalex.org/I4210126580"]},{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Sakriani SAKTI","raw_affiliation_strings":["Augmented Human Communication Lab, Nara Institute of Science and Technology","RIKEN, Center for Advanced Intelligence Project AIP"],"affiliations":[{"raw_affiliation_string":"Augmented Human Communication Lab, Nara Institute of Science and Technology","institution_ids":["https://openalex.org/I75917431"]},{"raw_affiliation_string":"RIKEN, Center for Advanced Intelligence Project AIP","institution_ids":["https://openalex.org/I4210126580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021128017","display_name":"Ayu Purwarianti","orcid":"https://orcid.org/0000-0002-5016-3700"},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ayu PURWARIANTI","raw_affiliation_strings":["School of Informatics and Electrical Engineering, Institut Teknologi Bandung"],"affiliations":[{"raw_affiliation_string":"School of Informatics and Electrical Engineering, Institut Teknologi Bandung","institution_ids":["https://openalex.org/I134635517"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020994673","display_name":"Satoshi Nakamura","orcid":"https://orcid.org/0000-0001-6956-3803"},"institutions":[{"id":"https://openalex.org/I4210126580","display_name":"RIKEN Center for Advanced Intelligence Project","ror":"https://ror.org/03ckxwf91","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652","https://openalex.org/I4210126580"]},{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Satoshi NAKAMURA","raw_affiliation_strings":["Augmented Human Communication Lab, Nara Institute of Science and Technology","RIKEN, Center for Advanced Intelligence Project AIP"],"affiliations":[{"raw_affiliation_string":"Augmented Human Communication Lab, Nara Institute of Science and Technology","institution_ids":["https://openalex.org/I75917431"]},{"raw_affiliation_string":"RIKEN, Center for Advanced Intelligence Project AIP","institution_ids":["https://openalex.org/I4210126580"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5044076701"],"corresponding_institution_ids":["https://openalex.org/I75917431"],"apc_list":null,"apc_paid":null,"fwci":0.3385,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.68674207,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"E101.D","issue":"8","first_page":"2092","last_page":"2100"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.998199999332428,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.998199999332428,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9980000257492065,"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/T11795","display_name":"Humor Studies and Applications","score":0.9611999988555908,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/indonesian","display_name":"Indonesian","score":0.7997636795043945},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7833875417709351},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.6364021301269531},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5070199966430664},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3674440383911133},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3388007879257202},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.33685749769210815},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.15729352831840515}],"concepts":[{"id":"https://openalex.org/C2779207338","wikidata":"https://www.wikidata.org/wiki/Q9240","display_name":"Indonesian","level":2,"score":0.7997636795043945},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7833875417709351},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.6364021301269531},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5070199966430664},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3674440383911133},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3388007879257202},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.33685749769210815},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.15729352831840515},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2017edp7362","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2017edp7362","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E101.D/8/E101.D_2017EDP7362/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2017edp7362","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2017edp7362","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E101.D/8/E101.D_2017EDP7362/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1688345242","display_name":null,"funder_award_id":"17H06101","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G3459562248","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G4636223006","display_name":null,"funder_award_id":"JSPS KAK","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G4827429566","display_name":null,"funder_award_id":"Grant Numbers","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G8430481527","display_name":null,"funder_award_id":"Number","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G8777250574","display_name":"Research for unsupervised acoustic pattern discovery with zero resources","funder_award_id":"17K00237","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2887558244.pdf","grobid_xml":"https://content.openalex.org/works/W2887558244.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W22876683","https://openalex.org/W147964346","https://openalex.org/W579845581","https://openalex.org/W1501669607","https://openalex.org/W1530474158","https://openalex.org/W1989257272","https://openalex.org/W1990360557","https://openalex.org/W1992738121","https://openalex.org/W2037441721","https://openalex.org/W2041210945","https://openalex.org/W2042170119","https://openalex.org/W2045528981","https://openalex.org/W2074788634","https://openalex.org/W2080576537","https://openalex.org/W2083606554","https://openalex.org/W2085662862","https://openalex.org/W2092206588","https://openalex.org/W2097732741","https://openalex.org/W2104084893","https://openalex.org/W2109943925","https://openalex.org/W2122348661","https://openalex.org/W2130162821","https://openalex.org/W2138365461","https://openalex.org/W2143350951","https://openalex.org/W2149628368","https://openalex.org/W2153635508","https://openalex.org/W2156503193","https://openalex.org/W2159408788","https://openalex.org/W2191866459","https://openalex.org/W2239141610","https://openalex.org/W2288970674","https://openalex.org/W2295164676","https://openalex.org/W2312875274","https://openalex.org/W2330379721","https://openalex.org/W2346454595","https://openalex.org/W2395639500","https://openalex.org/W2404480901","https://openalex.org/W2407346284","https://openalex.org/W2547246052","https://openalex.org/W2559692000","https://openalex.org/W2583643061","https://openalex.org/W2586291442","https://openalex.org/W4390926541"],"related_works":["https://openalex.org/W4242621793","https://openalex.org/W648807974","https://openalex.org/W4229837155","https://openalex.org/W4236086937","https://openalex.org/W2294302573","https://openalex.org/W4312419881","https://openalex.org/W2512763533","https://openalex.org/W4248715694","https://openalex.org/W3157735060","https://openalex.org/W3126677997"],"abstract_inverted_index":{"As":[0],"interaction":[1],"between":[2],"human":[3],"and":[4,72,112,136,172,185,235,257,274],"computer":[5],"continues":[6,41],"to":[7,9,19,37,42,98,147,214,239,270],"develop":[8],"the":[10,23,32,47,62,65,74,83,88,103,116,120,128,183,190,204,208,216,219,228,240,244,253,262],"most":[11],"natural":[12,93,149],"form":[13],"possible,":[14],"it":[15],"becomes":[16],"increasingly":[17],"urgent":[18],"incorporate":[20],"emotion":[21,35,77,154,191,225],"in":[22,49,70,79,167,197,203,218,243],"equation.":[24],"This":[25],"paper":[26,57],"describes":[27],"a":[28,158,195,258,277],"step":[29],"toward":[30],"extending":[31],"research":[33,199],"on":[34,200],"recognition":[36,226],"Indonesian.":[38],"The":[39,187],"field":[40],"develop,":[43],"yet":[44],"exploration":[45],"of":[46,64,105,130,161,180,182,189,230,282],"subject":[48],"Indonesian":[50],"is":[51,108],"still":[52],"lacking.":[53],"In":[54,86,139,174],"particular,":[55,140],"this":[56,175,272],"highlights":[58],"two":[59],"contributions:":[60],"(1)":[61],"construction":[63],"first":[66,75],"emotional":[67,106,121],"audio-visual":[68],"database":[69],"Indonesian,":[71,80],"(2)":[73],"multimodal":[76,224,245],"recognizer":[78],"built":[81],"from":[82,123],"aforementioned":[84],"corpus.":[85],"constructing":[87],"corpus,":[89],"we":[90,118,141,163,177,206,248],"aim":[91],"at":[92,255,266],"emotions":[94,217],"that":[95],"are":[96],"corresponding":[97],"real":[99],"life":[100],"occurrences.":[101,155],"However,":[102],"collection":[104],"corpora":[107],"notably":[109],"labor":[110],"intensive":[111],"expensive.":[113],"To":[114,156],"diminish":[115],"cost,":[117],"collect":[119],"data":[122,184],"television":[124,143],"programs":[125],"recordings,":[126],"eliminating":[127],"need":[129],"an":[131],"elaborate":[132],"recording":[133],"set":[134],"up":[135],"experienced":[137],"participants.":[138],"choose":[142],"talk":[144],"shows":[145],"due":[146],"its":[148],"conversational":[150],"content,":[151],"yielding":[152],"spontaneous":[153],"cover":[157],"broad":[159],"range":[160],"emotions,":[162],"collected":[164,220],"three":[165,231],"episodes":[166],"different":[168],"genres:":[169],"politics,":[170],"humanity,":[171],"entertainment.":[173],"paper,":[176],"report":[178],"points":[179],"analysis":[181],"annotations.":[186],"acquisition":[188],"corpus":[192],"serves":[193],"as":[194],"foundation":[196],"further":[198],"emotion.":[201,283],"Subsequently,":[202],"experiment,":[205],"employ":[207],"support":[209],"vector":[210],"machine":[211],"(SVM)":[212],"algorithm":[213],"model":[215],"data.":[221],"We":[222,268],"perform":[223],"utilizing":[227],"predictions":[229],"modalities:":[232],"acoustic,":[233],"semantic,":[234],"visual.":[236],"When":[237],"compared":[238],"unimodal":[241],"result,":[242],"feature":[246],"combination,":[247],"attain":[249],"identical":[250],"accuracy":[251],"for":[252,261],"arousal":[254],"92.6%,":[256],"significant":[259],"improvement":[260],"valence":[263],"classification":[264],"task":[265],"93.8%.":[267],"hope":[269],"continue":[271],"work":[273],"move":[275],"towards":[276],"finer-grain,":[278],"more":[279],"precise":[280],"quantification":[281]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}
