{"id":"https://openalex.org/W4404031795","doi":"https://doi.org/10.1109/icccnt61001.2024.10724386","title":"BERT-Based Detection of Fake Twitter Profiles: A Case Study on the Israel-Palestine War","display_name":"BERT-Based Detection of Fake Twitter Profiles: A Case Study on the Israel-Palestine War","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404031795","doi":"https://doi.org/10.1109/icccnt61001.2024.10724386"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10724386","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10724386","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5108941860","display_name":"Amrit Kumar Singha","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Amrit Kumar Singha","raw_affiliation_strings":["SRM University,Department of ECE,Amaravati,Andhra Pradesh,India"],"affiliations":[{"raw_affiliation_string":"SRM University,Department of ECE,Amaravati,Andhra Pradesh,India","institution_ids":["https://openalex.org/I4210131147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114175527","display_name":"Arnov Paul","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arnov Paul","raw_affiliation_strings":["SRM University,Department of ECE,Amaravati,Andhra Pradesh,India"],"affiliations":[{"raw_affiliation_string":"SRM University,Department of ECE,Amaravati,Andhra Pradesh,India","institution_ids":["https://openalex.org/I4210131147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099088467","display_name":"Sasank Sonti","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sasank Sonti","raw_affiliation_strings":["SRM University,Department of ECE,Amaravati,Andhra Pradesh,India"],"affiliations":[{"raw_affiliation_string":"SRM University,Department of ECE,Amaravati,Andhra Pradesh,India","institution_ids":["https://openalex.org/I4210131147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099088468","display_name":"Karthik Guntur","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Karthik Guntur","raw_affiliation_strings":["SRM University,Department of ECE,Amaravati,Andhra Pradesh,India"],"affiliations":[{"raw_affiliation_string":"SRM University,Department of ECE,Amaravati,Andhra Pradesh,India","institution_ids":["https://openalex.org/I4210131147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077690256","display_name":"Mondikathi Chiranjeevi","orcid":"https://orcid.org/0009-0008-1490-9406"},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mondikathi Chiranjeevi","raw_affiliation_strings":["SRM University,Department of ECE,Amaravati,Andhra Pradesh,India"],"affiliations":[{"raw_affiliation_string":"SRM University,Department of ECE,Amaravati,Andhra Pradesh,India","institution_ids":["https://openalex.org/I4210131147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016050251","display_name":"Sateeshkrishna Dhuli","orcid":"https://orcid.org/0000-0003-2323-9666"},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sateeshkrishna Dhuli","raw_affiliation_strings":["SRM University,Department of ECE,Amaravati,Andhra Pradesh,India"],"affiliations":[{"raw_affiliation_string":"SRM University,Department of ECE,Amaravati,Andhra Pradesh,India","institution_ids":["https://openalex.org/I4210131147"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5108941860"],"corresponding_institution_ids":["https://openalex.org/I4210131147"],"apc_list":null,"apc_paid":null,"fwci":1.1681,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.84593206,"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":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9965000152587891,"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/T11644","display_name":"Spam and Phishing Detection","score":0.991100013256073,"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/T10994","display_name":"Terrorism, Counterterrorism, and Political Violence","score":0.9664000272750854,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/palestine","display_name":"Palestine","score":0.8518632650375366},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5283404588699341},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4386349022388458},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3249916732311249},{"id":"https://openalex.org/keywords/ancient-history","display_name":"Ancient history","score":0.24045416712760925},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.20433834195137024}],"concepts":[{"id":"https://openalex.org/C114362828","wikidata":"https://www.wikidata.org/wiki/Q23792","display_name":"Palestine","level":2,"score":0.8518632650375366},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5283404588699341},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4386349022388458},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3249916732311249},{"id":"https://openalex.org/C195244886","wikidata":"https://www.wikidata.org/wiki/Q41493","display_name":"Ancient history","level":1,"score":0.24045416712760925},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.20433834195137024}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10724386","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10724386","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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":24,"referenced_works":["https://openalex.org/W1970773000","https://openalex.org/W2163803148","https://openalex.org/W2548006041","https://openalex.org/W2742330194","https://openalex.org/W2753241397","https://openalex.org/W2763699126","https://openalex.org/W2787296320","https://openalex.org/W2970773927","https://openalex.org/W2999309192","https://openalex.org/W3100652389","https://openalex.org/W3109416014","https://openalex.org/W3110713756","https://openalex.org/W3128513378","https://openalex.org/W3133792808","https://openalex.org/W4205905939","https://openalex.org/W4245471118","https://openalex.org/W4285113563","https://openalex.org/W4366685212","https://openalex.org/W4377700877","https://openalex.org/W4387058885","https://openalex.org/W6709135040","https://openalex.org/W6762392948","https://openalex.org/W6778883912","https://openalex.org/W6800751262"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1998090619","https://openalex.org/W2050490769","https://openalex.org/W2040240611","https://openalex.org/W1994463096","https://openalex.org/W2027938262","https://openalex.org/W1968981751","https://openalex.org/W2036098699"],"abstract_inverted_index":{"The":[0],"increasing":[1],"number":[2],"of":[3,16,40,128,158,162],"fake":[4,41,163],"social":[5,166],"media":[6,167],"accounts":[7],"poses":[8],"notable":[9],"obstacles":[10],"to":[11,117,120,135],"the":[12,25,38,45,126,154,160],"genuineness":[13],"and":[14,29,48,59,81,112,124,152,156],"legitimacy":[15,127],"virtual":[17],"conversations,":[18],"especially":[19,131],"during":[20,44,148],"sensitive":[21],"geopolitical":[22,137],"circumstances":[23],"like":[24],"war":[26,47],"between":[27],"Israel":[28],"Palestine.":[30],"In":[31],"this":[32],"work,":[33],"we":[34,61,83,104],"primarily":[35],"focus":[36],"on":[37,165],"activities":[39],"Twitter":[42],"profiles":[43,164],"Israel-Palestine":[46],"use":[49,62,84],"a":[50,64,86],"BERT-based":[51],"technique":[52],"for":[53],"their":[54],"detection.":[55],"For":[56,78],"text":[57,74,79,96],"processing":[58,80],"classification,":[60,82],"BERT,":[63,85],"transformer-based":[65,87],"model":[66,88],"that":[67,89],"has":[68,90],"been":[69,91],"trained":[70,92],"beforehand,":[71,93],"by":[72,94],"utilizing":[73,95],"data":[75,97,109],"from":[76,98,107],"Twitter.":[77,99],"To":[100],"improve":[101,125],"classification":[102],"accuracy,":[103],"extract":[105],"features":[106],"textual":[108],"using":[110],"BERT-preprocess":[111],"BERT-encoder.":[113],"This":[114],"study":[115],"adds":[116],"larger":[118],"initiatives":[119],"counter":[121],"false":[122],"information":[123],"internet":[129],"content,":[130],"when":[132],"it":[133],"comes":[134],"delicate":[136],"situations.":[138],"Our":[139],"research":[140],"provides":[141],"insights":[142],"into":[143],"efficient":[144],"detection":[145],"strategies,":[146],"particularly":[147],"crucial":[149],"global":[150],"crises,":[151],"emphasizes":[153],"importance":[155],"urgency":[157],"tackling":[159],"spread":[161],"platforms.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}