{"id":"https://openalex.org/W4220852745","doi":"https://doi.org/10.23919/icact53585.2022.9728786","title":"Automatic Vocabulary Grouping and Deep Combination for News Credibility and Reliability Evaluation Corresponding to Specific Language","display_name":"Automatic Vocabulary Grouping and Deep Combination for News Credibility and Reliability Evaluation Corresponding to Specific Language","publication_year":2022,"publication_date":"2022-02-13","ids":{"openalex":"https://openalex.org/W4220852745","doi":"https://doi.org/10.23919/icact53585.2022.9728786"},"language":"en","primary_location":{"id":"doi:10.23919/icact53585.2022.9728786","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact53585.2022.9728786","pdf_url":null,"source":{"id":"https://openalex.org/S4363608017","display_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","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/A5036386500","display_name":"Ming\u2010Shen Jian","orcid":"https://orcid.org/0000-0003-0196-4533"},"institutions":[{"id":"https://openalex.org/I75357094","display_name":"National Yunlin University of Science and Technology","ror":"https://ror.org/04qkq2m54","country_code":"TW","type":"education","lineage":["https://openalex.org/I75357094"]},{"id":"https://openalex.org/I40689657","display_name":"National Formosa University","ror":"https://ror.org/00q523p52","country_code":"TW","type":"education","lineage":["https://openalex.org/I40689657"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ming-Shen Jian","raw_affiliation_strings":["National Formosa University Yunlin County,Cloud Computing and Intelligent System Lab.,Dept. of CSIE,Yunlin County,Taiwan,632","Dept. of CSIE, Cloud Computing and Intelligent System Lab., National Formosa University Yunlin County, Yunlin County, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Formosa University Yunlin County,Cloud Computing and Intelligent System Lab.,Dept. of CSIE,Yunlin County,Taiwan,632","institution_ids":["https://openalex.org/I40689657","https://openalex.org/I75357094"]},{"raw_affiliation_string":"Dept. of CSIE, Cloud Computing and Intelligent System Lab., National Formosa University Yunlin County, Yunlin County, Taiwan","institution_ids":["https://openalex.org/I40689657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089813663","display_name":"Rong-Bin Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I40689657","display_name":"National Formosa University","ror":"https://ror.org/00q523p52","country_code":"TW","type":"education","lineage":["https://openalex.org/I40689657"]},{"id":"https://openalex.org/I75357094","display_name":"National Yunlin University of Science and Technology","ror":"https://ror.org/04qkq2m54","country_code":"TW","type":"education","lineage":["https://openalex.org/I75357094"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Rong-Bin Deng","raw_affiliation_strings":["National Formosa University Yunlin County,Cloud Computing and Intelligent System Lab.,Dept. of CSIE,Yunlin County,Taiwan,632","Dept. of CSIE, Cloud Computing and Intelligent System Lab., National Formosa University Yunlin County, Yunlin County, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Formosa University Yunlin County,Cloud Computing and Intelligent System Lab.,Dept. of CSIE,Yunlin County,Taiwan,632","institution_ids":["https://openalex.org/I40689657","https://openalex.org/I75357094"]},{"raw_affiliation_string":"Dept. of CSIE, Cloud Computing and Intelligent System Lab., National Formosa University Yunlin County, Yunlin County, Taiwan","institution_ids":["https://openalex.org/I40689657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006560221","display_name":"Chen-Wei Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I40689657","display_name":"National Formosa University","ror":"https://ror.org/00q523p52","country_code":"TW","type":"education","lineage":["https://openalex.org/I40689657"]},{"id":"https://openalex.org/I75357094","display_name":"National Yunlin University of Science and Technology","ror":"https://ror.org/04qkq2m54","country_code":"TW","type":"education","lineage":["https://openalex.org/I75357094"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chen-Wei Fang","raw_affiliation_strings":["National Formosa University Yunlin County,Cloud Computing and Intelligent System Lab.,Dept. of CSIE,Yunlin County,Taiwan,632","Dept. of CSIE, Cloud Computing and Intelligent System Lab., National Formosa University Yunlin County, Yunlin County, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Formosa University Yunlin County,Cloud Computing and Intelligent System Lab.,Dept. of CSIE,Yunlin County,Taiwan,632","institution_ids":["https://openalex.org/I40689657","https://openalex.org/I75357094"]},{"raw_affiliation_string":"Dept. of CSIE, Cloud Computing and Intelligent System Lab., National Formosa University Yunlin County, Yunlin County, Taiwan","institution_ids":["https://openalex.org/I40689657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103622653","display_name":"Huayu Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I75357094","display_name":"National Yunlin University of Science and Technology","ror":"https://ror.org/04qkq2m54","country_code":"TW","type":"education","lineage":["https://openalex.org/I75357094"]},{"id":"https://openalex.org/I40689657","display_name":"National Formosa University","ror":"https://ror.org/00q523p52","country_code":"TW","type":"education","lineage":["https://openalex.org/I40689657"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hua-Yu Wu","raw_affiliation_strings":["National Formosa University Yunlin County,Cloud Computing and Intelligent System Lab.,Dept. of CSIE,Yunlin County,Taiwan,632","Dept. of CSIE, Cloud Computing and Intelligent System Lab., National Formosa University Yunlin County, Yunlin County, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Formosa University Yunlin County,Cloud Computing and Intelligent System Lab.,Dept. of CSIE,Yunlin County,Taiwan,632","institution_ids":["https://openalex.org/I40689657","https://openalex.org/I75357094"]},{"raw_affiliation_string":"Dept. of CSIE, Cloud Computing and Intelligent System Lab., National Formosa University Yunlin County, Yunlin County, Taiwan","institution_ids":["https://openalex.org/I40689657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070525930","display_name":"Wen-Hsiang Hsieh","orcid":"https://orcid.org/0000-0002-0542-3171"},"institutions":[{"id":"https://openalex.org/I40689657","display_name":"National Formosa University","ror":"https://ror.org/00q523p52","country_code":"TW","type":"education","lineage":["https://openalex.org/I40689657"]},{"id":"https://openalex.org/I75357094","display_name":"National Yunlin University of Science and Technology","ror":"https://ror.org/04qkq2m54","country_code":"TW","type":"education","lineage":["https://openalex.org/I75357094"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wen-Hsiang Hsieh","raw_affiliation_strings":["National Formosa University Yunlin County,Cloud Computing and Intelligent System Lab.,Dept. of CSIE,Yunlin County,Taiwan,632","Dept. of CSIE, Cloud Computing and Intelligent System Lab., National Formosa University Yunlin County, Yunlin County, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Formosa University Yunlin County,Cloud Computing and Intelligent System Lab.,Dept. of CSIE,Yunlin County,Taiwan,632","institution_ids":["https://openalex.org/I40689657","https://openalex.org/I75357094"]},{"raw_affiliation_string":"Dept. of CSIE, Cloud Computing and Intelligent System Lab., National Formosa University Yunlin County, Yunlin County, Taiwan","institution_ids":["https://openalex.org/I40689657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5036386500"],"corresponding_institution_ids":["https://openalex.org/I40689657","https://openalex.org/I75357094"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04518519,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":1.0,"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":1.0,"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":0.9977999925613403,"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/T10028","display_name":"Topic Modeling","score":0.9911999702453613,"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/credibility","display_name":"Credibility","score":0.8568212985992432},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.798409104347229},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.7144080400466919},{"id":"https://openalex.org/keywords/fake-news","display_name":"Fake news","score":0.6728581786155701},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6105323433876038},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5864641070365906},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.543574869632721},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5388630628585815},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46167847514152527},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4595687687397003},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3694390654563904},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3492452800273895},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32521575689315796},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09443661570549011},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08621203899383545},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07448029518127441}],"concepts":[{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.8568212985992432},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.798409104347229},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.7144080400466919},{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.6728581786155701},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6105323433876038},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5864641070365906},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.543574869632721},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5388630628585815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46167847514152527},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4595687687397003},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3694390654563904},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3492452800273895},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32521575689315796},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09443661570549011},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08621203899383545},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07448029518127441},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/icact53585.2022.9728786","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact53585.2022.9728786","pdf_url":null,"source":{"id":"https://openalex.org/S4363608017","display_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.41999998688697815,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W24524376","https://openalex.org/W1518670641","https://openalex.org/W1930399416","https://openalex.org/W2026722953","https://openalex.org/W2041122820","https://openalex.org/W2084591134","https://openalex.org/W2113335527","https://openalex.org/W2601136465","https://openalex.org/W2769670129","https://openalex.org/W2790166049","https://openalex.org/W2794929566","https://openalex.org/W2802772536","https://openalex.org/W2903981179","https://openalex.org/W2907026140","https://openalex.org/W2963416784","https://openalex.org/W2978383222","https://openalex.org/W3012376022","https://openalex.org/W3015963055","https://openalex.org/W3100246128","https://openalex.org/W6631075914","https://openalex.org/W6750200232","https://openalex.org/W6751559851","https://openalex.org/W6768707953"],"related_works":["https://openalex.org/W2388687352","https://openalex.org/W2370187191","https://openalex.org/W1990162851","https://openalex.org/W2369854048","https://openalex.org/W2374291020","https://openalex.org/W2355907197","https://openalex.org/W3171042291","https://openalex.org/W2390961115","https://openalex.org/W4288029604","https://openalex.org/W2984683276"],"abstract_inverted_index":{"Considering":[0],"the":[1,4,12,20,50,57,62,77,80,87,99,104,112,116,121,129,134,140,143,155],"spread":[2],"of":[3,11,65,79,115],"intentional":[5,82,118],"false":[6,83,119,130],"news,":[7,120],"to":[8,61,86,133,139],"be":[9,108,126,150],"aware":[10],"new":[13,122],"news":[14,59,68,84,106,124,131,148,158],"is":[15,33],"important.":[16],"In":[17],"this":[18],"research,":[19],"Automatic":[21],"Deep":[22],"Vocabulary":[23],"Grouping":[24],"and":[25,30,41,55,75,96,145,152],"Combination":[26],"for":[27,102],"News":[28,43],"Credibility":[29],"Reliability":[31],"Evaluation":[32],"proposed":[34,51,71,88],"which":[35],"includes":[36],"Key":[37],"Vocabularies":[38],"Merging":[39],"Method":[40],"False":[42],"Warning":[44],"Method.":[45],"By":[46],"merging":[47],"different":[48],"algorithms,":[49],"system":[52,72],"could":[53,73,107,149],"cluster":[54],"group":[56],"fake":[58,67,105,147,157],"according":[60,85],"found":[63,151],"features":[64,78,114],"various":[66,117],"content.":[69],"The":[70],"find":[74],"verify":[76],"specific":[81],"deep":[89],"combination":[90],"evaluation":[91],"function.":[92],"After":[93],"suitable":[94],"verification":[95],"recursive":[97],"checking,":[98],"minimum":[100],"groups":[101],"clustering":[103],"given.":[109],"Based":[110],"on":[111],"collected":[113,144],"coming":[123],"can":[125],"classified":[127],"as":[128],"due":[132],"feature":[135],"matching":[136],"percentage.":[137],"According":[138],"verification,":[141],"all":[142],"proved":[146],"clustered":[153],"into":[154],"corresponding":[156],"groups.":[159]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}