{"id":"https://openalex.org/W4200391245","doi":"https://doi.org/10.1109/kse53942.2021.9648676","title":"Vietnamese Fake News Detection Based on Hybrid Transfer Learning Model and TF-IDF","display_name":"Vietnamese Fake News Detection Based on Hybrid Transfer Learning Model and TF-IDF","publication_year":2021,"publication_date":"2021-11-10","ids":{"openalex":"https://openalex.org/W4200391245","doi":"https://doi.org/10.1109/kse53942.2021.9648676"},"language":"en","primary_location":{"id":"doi:10.1109/kse53942.2021.9648676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse53942.2021.9648676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Knowledge and Systems Engineering (KSE)","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/A5073049866","display_name":"Ngoc-Dong Pham","orcid":null},"institutions":[{"id":"https://openalex.org/I177233841","display_name":"Vietnam National University, Hanoi","ror":"https://ror.org/02jmfj006","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Ngoc-Dong Pham","raw_affiliation_strings":["Vietnam National University, Hanoi (VNU), VNU-University of Engineering and Technology (UET)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vietnam National University, Hanoi (VNU), VNU-University of Engineering and Technology (UET)","institution_ids":["https://openalex.org/I177233841"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065178811","display_name":"Thi-Hanh Le","orcid":null},"institutions":[{"id":"https://openalex.org/I177233841","display_name":"Vietnam National University, Hanoi","ror":"https://ror.org/02jmfj006","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thi-Hanh Le","raw_affiliation_strings":["Vietnam National University, Hanoi (VNU), VNU-University of Engineering and Technology (UET)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vietnam National University, Hanoi (VNU), VNU-University of Engineering and Technology (UET)","institution_ids":["https://openalex.org/I177233841"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079487593","display_name":"Thanh-Dat Do","orcid":"https://orcid.org/0009-0008-2226-6447"},"institutions":[{"id":"https://openalex.org/I177233841","display_name":"Vietnam National University, Hanoi","ror":"https://ror.org/02jmfj006","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thanh-Dat Do","raw_affiliation_strings":["Vietnam National University, Hanoi (VNU), VNU-University of Engineering and Technology (UET)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vietnam National University, Hanoi (VNU), VNU-University of Engineering and Technology (UET)","institution_ids":["https://openalex.org/I177233841"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069293854","display_name":"Thanh-Toan Vuong","orcid":null},"institutions":[{"id":"https://openalex.org/I177233841","display_name":"Vietnam National University, Hanoi","ror":"https://ror.org/02jmfj006","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thanh-Toan Vuong","raw_affiliation_strings":["Vietnam National University, Hanoi (VNU), VNU-University of Engineering and Technology (UET)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vietnam National University, Hanoi (VNU), VNU-University of Engineering and Technology (UET)","institution_ids":["https://openalex.org/I177233841"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021583341","display_name":"Thi-Hong Vuong","orcid":null},"institutions":[{"id":"https://openalex.org/I177233841","display_name":"Vietnam National University, Hanoi","ror":"https://ror.org/02jmfj006","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thi-Hong Vuong","raw_affiliation_strings":["Vietnam National University, Hanoi (VNU), VNU-University of Engineering and Technology (UET)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vietnam National University, Hanoi (VNU), VNU-University of Engineering and Technology (UET)","institution_ids":["https://openalex.org/I177233841"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071516373","display_name":"Quang-Thuy Ha","orcid":"https://orcid.org/0000-0002-3901-3357"},"institutions":[{"id":"https://openalex.org/I177233841","display_name":"Vietnam National University, Hanoi","ror":"https://ror.org/02jmfj006","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Quang-Thuy Ha","raw_affiliation_strings":["Vietnam National University, Hanoi (VNU), VNU-University of Engineering and Technology (UET)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vietnam National University, Hanoi (VNU), VNU-University of Engineering and Technology (UET)","institution_ids":["https://openalex.org/I177233841"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I177233841"],"apc_list":null,"apc_paid":null,"fwci":3.5384,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.94081895,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9782999753952026,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/vietnamese","display_name":"Vietnamese","score":0.8450977802276611},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8113192319869995},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6014314889907837},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5996305346488953},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.5747547149658203},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5716204047203064},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5271090269088745},{"id":"https://openalex.org/keywords/tf\u2013idf","display_name":"tf\u2013idf","score":0.493613600730896},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.444004625082016},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.43018850684165955},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.428457111120224},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.42510920763015747},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.2685401737689972},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.1994304358959198},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09973511099815369},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.0943828821182251}],"concepts":[{"id":"https://openalex.org/C103621254","wikidata":"https://www.wikidata.org/wiki/Q9199","display_name":"Vietnamese","level":2,"score":0.8450977802276611},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8113192319869995},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6014314889907837},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5996305346488953},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.5747547149658203},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5716204047203064},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5271090269088745},{"id":"https://openalex.org/C81758059","wikidata":"https://www.wikidata.org/wiki/Q796584","display_name":"tf\u2013idf","level":3,"score":0.493613600730896},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.444004625082016},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.43018850684165955},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.428457111120224},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.42510920763015747},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.2685401737689972},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.1994304358959198},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09973511099815369},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0943828821182251},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/kse53942.2021.9648676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse53942.2021.9648676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Knowledge and Systems Engineering (KSE)","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":25,"referenced_works":["https://openalex.org/W2251214593","https://openalex.org/W2293023260","https://openalex.org/W2410465342","https://openalex.org/W2593408211","https://openalex.org/W2742330194","https://openalex.org/W2763572884","https://openalex.org/W2763699126","https://openalex.org/W2789876780","https://openalex.org/W2807280639","https://openalex.org/W2896457183","https://openalex.org/W2952861497","https://openalex.org/W3001895040","https://openalex.org/W3007955273","https://openalex.org/W3011865677","https://openalex.org/W3037205571","https://openalex.org/W3098637735","https://openalex.org/W3110768042","https://openalex.org/W3118868930","https://openalex.org/W3126072720","https://openalex.org/W3153760598","https://openalex.org/W6696884364","https://openalex.org/W6734714529","https://openalex.org/W6752315480","https://openalex.org/W6755207826","https://openalex.org/W6788627667"],"related_works":["https://openalex.org/W2901286616","https://openalex.org/W2291461084","https://openalex.org/W2050882094","https://openalex.org/W3113733647","https://openalex.org/W4206924063","https://openalex.org/W3042674643","https://openalex.org/W1844055093","https://openalex.org/W61780229","https://openalex.org/W2077055222","https://openalex.org/W2580878117"],"abstract_inverted_index":{"There":[0],"are":[1],"a":[2,29,42],"lot":[3],"of":[4,77,103,121],"studies":[5],"about":[6],"fake":[7,16],"news":[8,17],"detection":[9,18],"on":[10,19,37,74,81,106,142],"English":[11],"social":[12,20,107],"networks.":[13,108],"However,":[14],"Vietnamese":[15,33,82],"networks":[21],"still":[22],"limit.":[23],"In":[24,109],"this":[25],"paper,":[26],"we":[27,111],"propose":[28],"new":[30],"approach":[31],"for":[32,56,64],"Fake":[34],"News":[35],"Detection":[36],"Social":[38],"Network":[39,62],"Sites":[40],"using":[41],"pre-train":[43],"language":[44],"model":[45,69,127,134],"PhoBERT":[46],"combine":[47],"with":[48,128,138],"Term":[49],"Frequency":[50,54],"-":[51],"Inverse":[52],"Document":[53],"(TF-IDF)":[55],"word":[57],"embedding":[58],"and":[59,72,96],"Convolutional":[60],"Neural":[61],"(CNN)":[63],"features":[65,116],"extracting.":[66],"Our":[67],"proposed":[68,126,133],"is":[70],"trained":[71],"evaluated":[73],"the":[75,101,113,119,129],"dataset":[76],"Reliable":[78],"Intelligence":[79],"Identification":[80],"SNSs":[83],"(ReINTEL)":[84],"shared":[85],"task.":[86],"We":[87,123],"process":[88],"text":[89],"data":[90,95,98,105],"into":[91],"two":[92],"scenarios:":[93],"raw":[94,143],"processed":[97],"to":[99,117],"elucidate":[100],"hypothesis":[102],"pre-processing":[104],"addition,":[110],"use":[112],"different":[114],"extra":[115],"improve":[118],"efficiency":[120],"model.":[122],"compare":[124],"our":[125],"baseline":[130],"methods.":[131],"The":[132],"achieved":[135],"outstanding":[136],"results":[137],"0.9538":[139],"AUC":[140],"score":[141],"data.":[144]},"counts_by_year":[{"year":2023,"cited_by_count":5}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
