{"id":"https://openalex.org/W4367310879","doi":"https://doi.org/10.1145/3543873.3587677","title":"Socio-Emotional Computational Analysis of Propaganda Campaigns on Social Media Users in the Middle East","display_name":"Socio-Emotional Computational Analysis of Propaganda Campaigns on Social Media Users in the Middle East","publication_year":2023,"publication_date":"2023-04-28","ids":{"openalex":"https://openalex.org/W4367310879","doi":"https://doi.org/10.1145/3543873.3587677"},"language":"en","primary_location":{"id":"doi:10.1145/3543873.3587677","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3543873.3587677","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2023","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/A5073085394","display_name":"Zain Halloush","orcid":"https://orcid.org/0000-0003-0791-6671"},"institutions":[{"id":"https://openalex.org/I25041050","display_name":"Augusta University","ror":"https://ror.org/012mef835","country_code":"US","type":"education","lineage":["https://openalex.org/I25041050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zain Halloush","raw_affiliation_strings":["School of Computer and Cyber Sciences, Augusta University, Augusta University, USA"],"raw_orcid":"https://orcid.org/0000-0003-0791-6671","affiliations":[{"raw_affiliation_string":"School of Computer and Cyber Sciences, Augusta University, Augusta University, USA","institution_ids":["https://openalex.org/I25041050"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060546610","display_name":"Ahmed Aleroud","orcid":"https://orcid.org/0000-0003-4337-1488"},"institutions":[{"id":"https://openalex.org/I25041050","display_name":"Augusta University","ror":"https://ror.org/012mef835","country_code":"US","type":"education","lineage":["https://openalex.org/I25041050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed Aleroud","raw_affiliation_strings":["School of Computer and Cyber Sciences, Augusta University, Augusta University, USA"],"raw_orcid":"https://orcid.org/0000-0003-4337-1488","affiliations":[{"raw_affiliation_string":"School of Computer and Cyber Sciences, Augusta University, Augusta University, USA","institution_ids":["https://openalex.org/I25041050"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003337459","display_name":"Craig Douglas Albert","orcid":"https://orcid.org/0000-0003-3225-9386"},"institutions":[{"id":"https://openalex.org/I25041050","display_name":"Augusta University","ror":"https://ror.org/012mef835","country_code":"US","type":"education","lineage":["https://openalex.org/I25041050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Craig Albert","raw_affiliation_strings":["Pamplin College of Arts, Humanities, and Social Sciences, Augusta University, USA"],"raw_orcid":"https://orcid.org/0000-0003-3225-9386","affiliations":[{"raw_affiliation_string":"Pamplin College of Arts, Humanities, and Social Sciences, Augusta University, USA","institution_ids":["https://openalex.org/I25041050"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I25041050"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1413","last_page":"1421"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9965000152587891,"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":0.9965000152587891,"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/T10994","display_name":"Terrorism, Counterterrorism, and Political Violence","score":0.9887999892234802,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9761000275611877,"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/middle-east","display_name":"Middle East","score":0.6483086943626404},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6281889081001282},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5419282913208008},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.3531852662563324},{"id":"https://openalex.org/keywords/media-studies","display_name":"Media studies","score":0.3440815508365631},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.33654993772506714},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.300803542137146},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2613852322101593},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.23592951893806458},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.18936994671821594}],"concepts":[{"id":"https://openalex.org/C3651065","wikidata":"https://www.wikidata.org/wiki/Q7204","display_name":"Middle East","level":2,"score":0.6483086943626404},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6281889081001282},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5419282913208008},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.3531852662563324},{"id":"https://openalex.org/C29595303","wikidata":"https://www.wikidata.org/wiki/Q165650","display_name":"Media studies","level":1,"score":0.3440815508365631},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.33654993772506714},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.300803542137146},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2613852322101593},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.23592951893806458},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.18936994671821594},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3543873.3587677","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3543873.3587677","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2023","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G1902191332","display_name":null,"funder_award_id":"N000142212549","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1605633989","https://openalex.org/W2006525417","https://openalex.org/W2056724369","https://openalex.org/W2276407171","https://openalex.org/W2511808850","https://openalex.org/W2604283646","https://openalex.org/W2736566371","https://openalex.org/W2785773075","https://openalex.org/W2805100694","https://openalex.org/W2897598228","https://openalex.org/W2899793821","https://openalex.org/W2903202239","https://openalex.org/W2907212742","https://openalex.org/W2915357442","https://openalex.org/W2944605189","https://openalex.org/W2946009575","https://openalex.org/W2947794198","https://openalex.org/W2947849028","https://openalex.org/W2970487286","https://openalex.org/W2971753805","https://openalex.org/W3004825831","https://openalex.org/W3024249300","https://openalex.org/W3101702870","https://openalex.org/W3103339821","https://openalex.org/W3135132088","https://openalex.org/W3135939397","https://openalex.org/W3168656614","https://openalex.org/W3194063237","https://openalex.org/W3201996366","https://openalex.org/W4200463617"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3103145491","https://openalex.org/W2363060447","https://openalex.org/W2378710006","https://openalex.org/W1199545132","https://openalex.org/W2509596431","https://openalex.org/W2347794813","https://openalex.org/W2372961272","https://openalex.org/W589637099","https://openalex.org/W2348779673"],"abstract_inverted_index":{"Society":[0],"has":[1,18],"been":[2,19],"significantly":[3],"impacted":[4],"by":[5],"social":[6,31,77,123,133,183],"media":[7,124,184],"platforms":[8],"in":[9,58,68,87,185],"almost":[10],"every":[11],"aspect":[12],"of":[13,35,53,75,93,140,148,175],"their":[14],"life.":[15],"This":[16],"impact":[17],"effectively":[20],"formulating":[21],"people\u2019s":[22],"global":[23],"mindsets":[24],"and":[25,30,43,50,62,72,101,115,119,145],"opinions":[26],"on":[27,83,182],"political,":[28],"economic,":[29],"events.":[32],"Such":[33],"waves":[34],"opinion":[36],"formation":[37],"are":[38],"referred":[39],"to":[40,112,159,171,179],"as":[41,80],"propagandas":[42,114],"misinformation.":[44],"Online":[45],"propaganda":[46,81,143,161,180],"influences":[47],"the":[48,70,88,98,102,116,152,168,173,186],"emotional":[49,71,118,176],"psychological":[51,73,120],"orientation":[52],"people.":[54],"The":[55],"remarkable":[56],"leaps":[57],"Machine":[59],"Learning":[60],"models":[61],"Natural":[63],"Language":[64],"Processing":[65],"have":[66,95],"helped":[67],"analyzing":[69],"effects":[74],"cyber":[76,132],"threats":[78],"such":[79,129,160],"campaigns":[82],"different":[84],"nations,":[85],"specifically":[86],"Middle":[89,187],"East,":[90],"where":[91],"rates":[92],"disputes":[94],"risen":[96],"after":[97],"Arab":[99],"Spring":[100],"ongoing":[103],"crises.":[104],"In":[105],"this":[106,166],"paper,":[107],"we":[108],"present":[109],"an":[110],"approach":[111],"detect":[113],"associated":[117],"aspects":[121],"from":[122],"news":[125],"headlines":[126,141],"that":[127,151,165],"contain":[128],"a":[130,137],"contextualized":[131],"attack.":[134],"We":[135,163],"created":[136],"new":[138],"dataset":[139,147],"containing":[142],"tweets":[144],"another":[146],"potential":[149],"emotions":[150],"audience":[153],"might":[154],"endure":[155],"when":[156],"being":[157],"exposed":[158],"headlines.":[162],"believe":[164],"is":[167],"first":[169],"research":[170],"address":[172],"detection":[174],"reactions":[177],"linked":[178],"types":[181],"East.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
