{"id":"https://openalex.org/W4405521547","doi":"https://doi.org/10.1109/ict-dm62768.2024.10798960","title":"Multitask Fake News Detection in Arabic Language using AraELECTRA model: COVID-19 Case Study","display_name":"Multitask Fake News Detection in Arabic Language using AraELECTRA model: COVID-19 Case Study","publication_year":2024,"publication_date":"2024-11-19","ids":{"openalex":"https://openalex.org/W4405521547","doi":"https://doi.org/10.1109/ict-dm62768.2024.10798960"},"language":"en","primary_location":{"id":"doi:10.1109/ict-dm62768.2024.10798960","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ict-dm62768.2024.10798960","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)","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/A5112684586","display_name":"Meriem Sellami","orcid":null},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Meriem Sellami","raw_affiliation_strings":["University Ferhat Abbas Setif 1,LRSD, Computer Science Department,Setif,Algeria"],"affiliations":[{"raw_affiliation_string":"University Ferhat Abbas Setif 1,LRSD, Computer Science Department,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115525027","display_name":"Ramzi Hadrouk","orcid":null},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Ramzi Hadrouk","raw_affiliation_strings":["University Ferhat Abbas Setif 1,LRSD, Computer Science Department,Setif,Algeria"],"affiliations":[{"raw_affiliation_string":"University Ferhat Abbas Setif 1,LRSD, Computer Science Department,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115525028","display_name":"Sofiane Chelghoum","orcid":null},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Sofiane Chelghoum","raw_affiliation_strings":["University Ferhat Abbas Setif 1,LRSD, Computer Science Department,Setif,Algeria"],"affiliations":[{"raw_affiliation_string":"University Ferhat Abbas Setif 1,LRSD, Computer Science Department,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115525029","display_name":"Ramzi Badache","orcid":null},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Ramzi Badache","raw_affiliation_strings":["University Ferhat Abbas Setif 1,LRSD, Computer Science Department,Setif,Algeria"],"affiliations":[{"raw_affiliation_string":"University Ferhat Abbas Setif 1,LRSD, Computer Science Department,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075337649","display_name":"Nadjet Kamel","orcid":"https://orcid.org/0000-0003-3608-8895"},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Nadjet Kamel","raw_affiliation_strings":["University Ferhat Abbas Setif 1,LRSD, Computer Science Department,Setif,Algeria"],"affiliations":[{"raw_affiliation_string":"University Ferhat Abbas Setif 1,LRSD, Computer Science Department,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115525030","display_name":"Abdelazziz Lakhfif","orcid":null},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Abdelazziz Lakhfif","raw_affiliation_strings":["University Ferhat Abbas Setif 1,LRSD, Computer Science Department,Setif,Algeria"],"affiliations":[{"raw_affiliation_string":"University Ferhat Abbas Setif 1,LRSD, Computer Science Department,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5112684586"],"corresponding_institution_ids":["https://openalex.org/I40193446"],"apc_list":null,"apc_paid":null,"fwci":1.1612,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85745019,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9890000224113464,"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":0.9890000224113464,"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":0.9848999977111816,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7286858558654785},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.7091786861419678},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.6213138699531555},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4906403124332428},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4702177047729492},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.2555638551712036},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.060075223445892334}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7286858558654785},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.7091786861419678},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.6213138699531555},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4906403124332428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4702177047729492},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2555638551712036},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.060075223445892334},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ict-dm62768.2024.10798960","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ict-dm62768.2024.10798960","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2582561810","https://openalex.org/W2979479597","https://openalex.org/W3014820715","https://openalex.org/W3049033637","https://openalex.org/W3081962606","https://openalex.org/W3179199540","https://openalex.org/W3191434654","https://openalex.org/W3215938463","https://openalex.org/W4200177521","https://openalex.org/W4205306715","https://openalex.org/W4283687379","https://openalex.org/W4311521079","https://openalex.org/W4312942927","https://openalex.org/W4360602683","https://openalex.org/W4366728272","https://openalex.org/W4368232899","https://openalex.org/W4378225192","https://openalex.org/W4384557475","https://openalex.org/W4386257569","https://openalex.org/W4392094631","https://openalex.org/W4394789421","https://openalex.org/W6782836363"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4205698903","https://openalex.org/W4400613637","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W3204019825"],"abstract_inverted_index":{"In":[0],"the":[1,6,24,37,83,124,150],"context":[2],"of":[3,9,26,126,141],"disaster":[4,118],"management,":[5,119],"rapid":[7],"dissemination":[8],"accurate":[10],"information":[11,51,104],"is":[12,115],"crucial.":[13],"Social":[14],"media":[15],"platforms,":[16],"while":[17],"instrumental":[18],"in":[19,52,87,117,149],"spreading":[20],"news,":[21],"also":[22],"facilitate":[23],"circulation":[25],"unverified":[27],"and":[28,69,105],"potentially":[29],"harmful":[30],"information,":[31],"particularly":[32],"during":[33],"health":[34,133],"crises":[35],"like":[36],"COVID-19":[38],"pandemic.To":[39],"address":[40],"this":[41,88,91],"challenge,":[42],"we":[43,61,93],"developed":[44],"an":[45,138],"automated":[46],"method":[47],"to":[48,74,100],"detect":[49,101],"fake":[50,78,103],"Arabic-language":[53],"tweets.":[54],"Our":[55,135],"approach":[56,99],"involved":[57],"two":[58],"phases:":[59],"first,":[60],"utilized":[62],"deep":[63],"learning":[64,98],"models":[65,73],"with":[66],"Word2Vec":[67],"embeddings":[68],"several":[70],"pretrained":[71],"transformer":[72],"identify":[75],"tweets":[76,106],"containing":[77],"information.":[79],"AraELECTRA":[80],"emerged":[81],"as":[82,120],"most":[84],"effective":[85],"model":[86,136],"task.":[89],"Leveraging":[90],"model,":[92],"then":[94],"implemented":[95],"a":[96],"multitask":[97,147],"both":[102],"discussing":[107],"treatments":[108],"or":[109],"vaccines.":[110],"This":[111],"dual":[112],"detection":[113],"mechanism":[114],"essential":[116],"it":[121],"helps":[122],"prevent":[123],"spread":[125],"dangerous":[127],"misinformation":[128],"that":[129],"can":[130],"exacerbate":[131],"public":[132],"crises.":[134],"achieved":[137],"overall":[139],"accuracy":[140],"98.14%,":[142],"demonstrating":[143],"its":[144],"effectiveness":[145],"for":[146],"challenges":[148],"Arabic":[151],"language.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-02-27T16:54:17.756197","created_date":"2025-10-10T00:00:00"}
