{"id":"https://openalex.org/W2977752818","doi":"https://doi.org/10.1109/tcyb.2019.2940520","title":"Fast Supervised Topic Models for Short Text Emotion Detection","display_name":"Fast Supervised Topic Models for Short Text Emotion Detection","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2977752818","doi":"https://doi.org/10.1109/tcyb.2019.2940520","mag":"2977752818","pmid":"https://pubmed.ncbi.nlm.nih.gov/31567111"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2019.2940520","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2019.2940520","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5051105922","display_name":"Jianhui Pang","orcid":"https://orcid.org/0000-0001-8093-867X"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianhui Pang","raw_affiliation_strings":["School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058291454","display_name":"Yanghui Rao","orcid":"https://orcid.org/0000-0003-1610-9599"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanghui Rao","raw_affiliation_strings":["School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013151488","display_name":"Haoran Xie","orcid":"https://orcid.org/0000-0003-0965-3617"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haoran Xie","raw_affiliation_strings":["Department of Computing and Decision Sciences, Lingnan University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Decision Sciences, Lingnan University, Hong Kong","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073006299","display_name":"Xizhao Wang","orcid":"https://orcid.org/0000-0001-6036-4728"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xizhao Wang","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072482402","display_name":"Fu Lee Wang","orcid":"https://orcid.org/0000-0002-3976-0053"},"institutions":[{"id":"https://openalex.org/I8679417","display_name":"Hong Kong Metropolitan University","ror":"https://ror.org/0349bsm71","country_code":"HK","type":"education","lineage":["https://openalex.org/I8679417"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Fu Lee Wang","raw_affiliation_strings":["School of Science and Technology, Open University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Open University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I8679417"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101515462","display_name":"Tak-Lam Wong","orcid":"https://orcid.org/0000-0002-4581-9912"},"institutions":[{"id":"https://openalex.org/I177567560","display_name":"Douglas College","ror":"https://ror.org/03wze7d53","country_code":"CA","type":"education","lineage":["https://openalex.org/I177567560"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tak-Lam Wong","raw_affiliation_strings":["Department of Computing Studies and Information Systems, Douglas College, New Westminster, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computing Studies and Information Systems, Douglas College, New Westminster, BC, Canada","institution_ids":["https://openalex.org/I177567560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100404176","display_name":"Qing Li","orcid":"https://orcid.org/0000-0003-3370-471X"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Qing Li","raw_affiliation_strings":["Department of Computing, Hong Kong Polytechnic University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5051105922"],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":null,"apc_paid":null,"fwci":3.7624,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.94751268,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"51","issue":"2","first_page":"815","last_page":"828"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994999766349792,"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":0.9994999766349792,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9983999729156494,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7921152114868164},{"id":"https://openalex.org/keywords/friendship","display_name":"Friendship","score":0.6637155413627625},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6506246328353882},{"id":"https://openalex.org/keywords/emotion-detection","display_name":"Emotion detection","score":0.6242328882217407},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6169083118438721},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5566977858543396},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5463231205940247},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46801602840423584},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4471290409564972},{"id":"https://openalex.org/keywords/emotion-classification","display_name":"Emotion classification","score":0.44204556941986084},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.41658294200897217},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3569294214248657},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.23900383710861206},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11813002824783325}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7921152114868164},{"id":"https://openalex.org/C2778736484","wikidata":"https://www.wikidata.org/wiki/Q491","display_name":"Friendship","level":2,"score":0.6637155413627625},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6506246328353882},{"id":"https://openalex.org/C2988148770","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion detection","level":3,"score":0.6242328882217407},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6169083118438721},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5566977858543396},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5463231205940247},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46801602840423584},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4471290409564972},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.44204556941986084},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.41658294200897217},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3569294214248657},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.23900383710861206},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11813002824783325},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2019.2940520","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2019.2940520","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:31567111","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31567111","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1491611863","https://openalex.org/W1572403558","https://openalex.org/W1880262756","https://openalex.org/W1969486090","https://openalex.org/W1999320905","https://openalex.org/W2001082470","https://openalex.org/W2024859348","https://openalex.org/W2033702744","https://openalex.org/W2040233874","https://openalex.org/W2045599215","https://openalex.org/W2045631398","https://openalex.org/W2048195127","https://openalex.org/W2049449085","https://openalex.org/W2072007696","https://openalex.org/W2100163972","https://openalex.org/W2104090402","https://openalex.org/W2105468141","https://openalex.org/W2113533029","https://openalex.org/W2115870554","https://openalex.org/W2135813353","https://openalex.org/W2136796925","https://openalex.org/W2138309709","https://openalex.org/W2139317750","https://openalex.org/W2153635508","https://openalex.org/W2161194249","https://openalex.org/W2164972036","https://openalex.org/W2166706824","https://openalex.org/W2171836785","https://openalex.org/W2242874043","https://openalex.org/W2268421884","https://openalex.org/W2285696530","https://openalex.org/W2288282342","https://openalex.org/W2306941105","https://openalex.org/W2347003557","https://openalex.org/W2412830130","https://openalex.org/W2565649476","https://openalex.org/W2602296503","https://openalex.org/W2623485909","https://openalex.org/W2708418680","https://openalex.org/W2786411768","https://openalex.org/W2788967885","https://openalex.org/W2790309729","https://openalex.org/W2887856105","https://openalex.org/W2891744079","https://openalex.org/W2912210833","https://openalex.org/W2921154353","https://openalex.org/W2949998441","https://openalex.org/W2951278869","https://openalex.org/W2962692632","https://openalex.org/W2962842434","https://openalex.org/W2963104701","https://openalex.org/W2963168371","https://openalex.org/W3146306708","https://openalex.org/W3147513489","https://openalex.org/W4231510805","https://openalex.org/W4296976275","https://openalex.org/W6629486361","https://openalex.org/W6639619044","https://openalex.org/W6674922813","https://openalex.org/W6676943302","https://openalex.org/W6696191089","https://openalex.org/W6748543919","https://openalex.org/W6763745640","https://openalex.org/W6764146914"],"related_works":["https://openalex.org/W2955722679","https://openalex.org/W2165412197","https://openalex.org/W104683736","https://openalex.org/W4360585483","https://openalex.org/W4313347138","https://openalex.org/W4377970469","https://openalex.org/W2890114324","https://openalex.org/W4293920045","https://openalex.org/W2154970010","https://openalex.org/W4317436875"],"abstract_inverted_index":{"With":[0],"the":[1,61,66,81,86,106,129,134,139,148],"development":[2],"of":[3,16,68,88,109,133,141],"social":[4],"network":[5],"platforms,":[6],"discussion":[7],"forums,":[8],"and":[9,47,131],"question":[10],"answering":[11],"websites,":[12],"a":[13,22],"huge":[14],"number":[15,87],"short":[17,36,58,126],"messages":[18],"that":[19],"typically":[20],"contain":[21],"few":[23],"words":[24],"for":[25,42,118,137],"an":[26,115],"individual":[27],"document":[28],"are":[29,39,96],"posted":[30],"by":[31],"online":[32],"users.":[33],"In":[34,71],"these":[35],"messages,":[37,59],"emotions":[38,56,100,140],"frequently":[40],"embedded":[41],"communicating":[43],"opinions,":[44],"expressing":[45],"friendship,":[46],"promoting":[48],"influence.":[49],"It":[50],"is":[51],"quite":[52],"valuable":[53],"to":[54,84,98,146],"detect":[55],"from":[57,65],"but":[60],"corresponding":[62],"task":[63],"suffers":[64],"sparsity":[67],"feature":[69],"space.":[70],"this":[72],"article,":[73],"we":[74,112],"first":[75],"generate":[76,147],"term":[77],"groups":[78],"co-occurring":[79],"in":[80,144],"same":[82],"context":[83],"enrich":[85],"features.":[89],"Then,":[90],"two":[91],"basic":[92,120],"supervised":[93],"topic":[94],"models":[95,136],"proposed":[97],"associate":[99],"with":[101],"topics":[102],"accurately.":[103],"To":[104],"reduce":[105],"time":[107],"cost":[108],"parameter":[110],"estimation,":[111],"further":[113],"propose":[114],"accelerated":[116,135],"algorithm":[117],"our":[119],"models.":[121],"Extensive":[122],"evaluations":[123],"using":[124],"three":[125],"corpora":[127],"validate":[128],"efficiency":[130],"effectiveness":[132],"predicting":[138],"unlabeled":[142],"documents,":[143],"addition":[145],"topic-level":[149],"emotion":[150],"lexicons.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":6}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}