{"id":"https://openalex.org/W4390045680","doi":"https://doi.org/10.1109/idaacs58523.2023.10348676","title":"Bimodal Author Identification on Famous Political Discourses Based on Text and Speech","display_name":"Bimodal Author Identification on Famous Political Discourses Based on Text and Speech","publication_year":2023,"publication_date":"2023-09-07","ids":{"openalex":"https://openalex.org/W4390045680","doi":"https://doi.org/10.1109/idaacs58523.2023.10348676"},"language":"en","primary_location":{"id":"doi:10.1109/idaacs58523.2023.10348676","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/idaacs58523.2023.10348676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","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/A5006433433","display_name":"Halim Sayoud","orcid":"https://orcid.org/0000-0002-6106-218X"},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]},{"id":"https://openalex.org/I192268740","display_name":"University of Algiers Benyoucef Benkhedda","ror":"https://ror.org/011r6gp69","country_code":"DZ","type":"education","lineage":["https://openalex.org/I192268740"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Halim Sayoud","raw_affiliation_strings":["USTHB University,EDT, LCPTS laboratory,Algeria","EDT, LCPTS laboratory, USTHB University, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USTHB University,EDT, LCPTS laboratory,Algeria","institution_ids":["https://openalex.org/I192268740"]},{"raw_affiliation_string":"EDT, LCPTS laboratory, USTHB University, Algeria","institution_ids":["https://openalex.org/I192268740","https://openalex.org/I157169809"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025214147","display_name":"Siham Ouamour","orcid":"https://orcid.org/0000-0003-0414-6261"},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]},{"id":"https://openalex.org/I192268740","display_name":"University of Algiers Benyoucef Benkhedda","ror":"https://ror.org/011r6gp69","country_code":"DZ","type":"education","lineage":["https://openalex.org/I192268740"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Siham Ouamour","raw_affiliation_strings":["USTHB University,EDT, LCPTS laboratory,Algeria","EDT, LCPTS laboratory, USTHB University, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USTHB University,EDT, LCPTS laboratory,Algeria","institution_ids":["https://openalex.org/I192268740"]},{"raw_affiliation_string":"EDT, LCPTS laboratory, USTHB University, Algeria","institution_ids":["https://openalex.org/I192268740","https://openalex.org/I157169809"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17667371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"21","issue":null,"first_page":"232","last_page":"236"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.9997000098228455,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.9997000098228455,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9901000261306763,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9606999754905701,"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/modality","display_name":"Modality (human\u2013computer interaction)","score":0.7794959545135498},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7503398656845093},{"id":"https://openalex.org/keywords/character","display_name":"Character (mathematics)","score":0.7375781536102295},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.688663125038147},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6792314648628235},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6372208595275879},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5507671236991882},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.5448371171951294},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5277034640312195},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.43886739015579224},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4380512237548828},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.41650480031967163},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41259488463401794},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1963019073009491},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13432016968727112},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.07174620032310486},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.05879044532775879}],"concepts":[{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.7794959545135498},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7503398656845093},{"id":"https://openalex.org/C2780861071","wikidata":"https://www.wikidata.org/wiki/Q1062934","display_name":"Character (mathematics)","level":2,"score":0.7375781536102295},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.688663125038147},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6792314648628235},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6372208595275879},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5507671236991882},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.5448371171951294},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5277034640312195},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.43886739015579224},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4380512237548828},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.41650480031967163},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41259488463401794},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1963019073009491},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13432016968727112},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.07174620032310486},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.05879044532775879},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/idaacs58523.2023.10348676","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/idaacs58523.2023.10348676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W86348706","https://openalex.org/W124356247","https://openalex.org/W2111802712","https://openalex.org/W2133297572","https://openalex.org/W2888105982","https://openalex.org/W2955901475","https://openalex.org/W2998376432","https://openalex.org/W3013821317","https://openalex.org/W3158244281","https://openalex.org/W3161758688","https://openalex.org/W3162061038","https://openalex.org/W4242498318","https://openalex.org/W4250089123","https://openalex.org/W4378976870","https://openalex.org/W6765473094"],"related_works":["https://openalex.org/W73545470","https://openalex.org/W4224266612","https://openalex.org/W2383394264","https://openalex.org/W4320153225","https://openalex.org/W4293261942","https://openalex.org/W3125968744","https://openalex.org/W203959209","https://openalex.org/W2167701463","https://openalex.org/W2110287964","https://openalex.org/W4307407935"],"abstract_inverted_index":{"In":[0],"this":[1,46],"investigation,":[2],"we":[3,50],"present":[4],"a":[5,30,126],"new":[6],"method":[7],"of":[8,32,45,117,141,147,159,190],"Author":[9],"Identification":[10],"(AI)":[11],"based":[12,87,105,129],"on":[13,29,88,106,130,151],"two":[14,161],"different":[15],"modalities:":[16],"Transcript":[17,58],"Text":[18,57],"(TT)":[19],"and":[20,55,75,91,98,183,185],"Speech":[21,53],"Signal":[22,54],"(SS).":[23],"This":[24],"research":[25],"work":[26,47],"is":[27,48,104,177,187],"performed":[28],"corpus":[31,154],"several":[33],"discourses":[34],"given":[35],"by":[36,173],"Famous":[37],"Politicians":[38],"in":[39,110,135],"English":[40],"(FPOL":[41],"corpus).":[42],"The":[43,80,122,145,168],"originality":[44],"that":[49,156],"use":[51],"both":[52],"its":[56],"during":[59],"the":[60,84,101,113,118,131,139,152,157,160,165,174],"classification":[61],"process.":[62],"That":[63],"is,":[64],"14":[65],"famous":[66],"politicians":[67,74],"are":[68,72,77],"considered,":[69],"where":[70],"6":[71],"female":[73],"8":[76],"male":[78],"politicians.":[79],"first":[81],"analysis":[82,103],"uses":[83,125],"text":[85],"modality":[86,176],"three":[89,92],"classifiers":[90],"features:":[93],"Character":[94,96],"3Grams,":[95],"4Grams":[97],"Words,":[99],"while":[100],"second":[102],"those":[107],"textual":[108],"features":[109],"association":[111,124,158],"with":[112],"average":[114,132,169],"Pitch":[115,133],"(Fo)":[116],"speech":[119,175],"signal":[120],"modality.":[121],"proposed":[123],"logical":[127],"filtering":[128],"range":[134],"order":[136],"to":[137],"correct":[138],"errors":[140],"identification":[142,149,166],"if":[143],"any.":[144],"experiments":[146],"author":[148],"conducted":[150],"FPOL":[153],"show":[155],"modalities":[162],"enhances":[163],"considerably":[164],"performances.":[167],"accuracy":[170],"improvement":[171,191],"brought":[172],"about":[178,188],"5%":[179],"for":[180,192],"character":[181],"3Grams":[182],"4Grams,":[184],"it":[186],"12%":[189],"words.":[193]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}