{"id":"https://openalex.org/W4400579203","doi":"https://doi.org/10.1109/tcss.2024.3419171","title":"Early Detection and Prevention of Malicious User Behavior on Twitter Using Deep Learning Techniques","display_name":"Early Detection and Prevention of Malicious User Behavior on Twitter Using Deep Learning Techniques","publication_year":2024,"publication_date":"2024-07-12","ids":{"openalex":"https://openalex.org/W4400579203","doi":"https://doi.org/10.1109/tcss.2024.3419171"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2024.3419171","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3419171","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/tcss.2024.3419171","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071033804","display_name":"Rub\u00e9n S\u00e1nchez","orcid":"https://orcid.org/0000-0002-6361-0901"},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rub\u00e9n S\u00e1nchez-Corcuera","raw_affiliation_strings":["Faculty of Engineering &#x0026; DeustoTech, University of Deusto, Bilbo, Bizkaia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6361-0901","affiliations":[{"raw_affiliation_string":"Faculty of Engineering &#x0026; DeustoTech, University of Deusto, Bilbo, Bizkaia, Spain","institution_ids":["https://openalex.org/I136040515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071220716","display_name":"Arkaitz Zubiaga","orcid":"https://orcid.org/0000-0003-4583-3623"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Arkaitz Zubiaga","raw_affiliation_strings":["Social Data Science Laboratory, Queen Mary University of London, London, U.K"],"raw_orcid":"https://orcid.org/0000-0003-4583-3623","affiliations":[{"raw_affiliation_string":"Social Data Science Laboratory, Queen Mary University of London, London, U.K","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018383614","display_name":"Aitor Almeida","orcid":"https://orcid.org/0000-0002-1585-4717"},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Aitor Almeida","raw_affiliation_strings":["Faculty of Engineering &#x0026; DeustoTech, University of Deusto, Bilbo, Bizkaia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-1585-4717","affiliations":[{"raw_affiliation_string":"Faculty of Engineering &#x0026; DeustoTech, University of Deusto, Bilbo, Bizkaia, Spain","institution_ids":["https://openalex.org/I136040515"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.8897,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.97840455,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"11","issue":"5","first_page":"6649","last_page":"6661"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9983000159263611,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7322853803634644},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.670239269733429},{"id":"https://openalex.org/keywords/misinformation","display_name":"Misinformation","score":0.6043010950088501},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.5788613557815552},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5417538285255432},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5347926020622253},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5037588477134705},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4905907213687897},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4802549183368683},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3746653199195862},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3631054759025574},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3349609076976776}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7322853803634644},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.670239269733429},{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.6043010950088501},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.5788613557815552},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5417538285255432},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5347926020622253},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5037588477134705},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4905907213687897},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4802549183368683},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3746653199195862},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3631054759025574},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3349609076976776},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2024.3419171","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3419171","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tcss.2024.3419171","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3419171","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W176212337","https://openalex.org/W1613353461","https://openalex.org/W1849719402","https://openalex.org/W1929765742","https://openalex.org/W2074835059","https://openalex.org/W2101196063","https://openalex.org/W2278635123","https://openalex.org/W2323537218","https://openalex.org/W2527896778","https://openalex.org/W2580779885","https://openalex.org/W2594230395","https://openalex.org/W2595521492","https://openalex.org/W2753241397","https://openalex.org/W2754196184","https://openalex.org/W2769471736","https://openalex.org/W2779204899","https://openalex.org/W2787296320","https://openalex.org/W2791787077","https://openalex.org/W2792307011","https://openalex.org/W2798314078","https://openalex.org/W2810193935","https://openalex.org/W2898177168","https://openalex.org/W2907192581","https://openalex.org/W2907352650","https://openalex.org/W2914353852","https://openalex.org/W2945822178","https://openalex.org/W2950102557","https://openalex.org/W2952957939","https://openalex.org/W2963806301","https://openalex.org/W2965683718","https://openalex.org/W2997591727","https://openalex.org/W2997788455","https://openalex.org/W3007404067","https://openalex.org/W3014935876","https://openalex.org/W3035082952","https://openalex.org/W3041367927","https://openalex.org/W3093798014","https://openalex.org/W3102083609","https://openalex.org/W3104378754","https://openalex.org/W3104758113","https://openalex.org/W3106311261","https://openalex.org/W3114953934","https://openalex.org/W3120064844","https://openalex.org/W3120084225","https://openalex.org/W3125928061","https://openalex.org/W3175498457","https://openalex.org/W3188594074","https://openalex.org/W4200478206","https://openalex.org/W4210480439","https://openalex.org/W4238530616","https://openalex.org/W4239510810","https://openalex.org/W4287755062","https://openalex.org/W4289253852","https://openalex.org/W4400762160","https://openalex.org/W6631943919","https://openalex.org/W6640219249","https://openalex.org/W6733959537","https://openalex.org/W6757831817","https://openalex.org/W6771247989","https://openalex.org/W6779860234"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3197131596","https://openalex.org/W4390616380","https://openalex.org/W4388666321","https://openalex.org/W4205914924","https://openalex.org/W4283459170","https://openalex.org/W4220949352","https://openalex.org/W4225301003","https://openalex.org/W4229014887","https://openalex.org/W2962981892"],"abstract_inverted_index":{"Organized":[0],"misinformation":[1],"campaigns":[2],"on":[3,67,74,82],"Twitter":[4,154],"continue":[5],"to":[6,99,148,190],"proliferate,":[7],"even":[8],"as":[9],"the":[10,128,150,159,177,192],"platform":[11],"acknowledges":[12],"such":[13],"activities":[14,125],"through":[15],"its":[16],"transparency":[17],"center.":[18],"These":[19],"deceptive":[20],"initiatives":[21],"significantly":[22],"impact":[23],"vital":[24],"societal":[25],"issues,":[26],"including":[27],"climate":[28],"change,":[29],"thus":[30],"spurring":[31],"research":[32],"aimed":[33],"at":[34],"pinpointing":[35],"and":[36,56,101,113],"intercepting":[37],"these":[38,63],"malicious":[39],"actors.":[40],"Present-day":[41],"algorithms":[42],"for":[43,91],"detecting":[44],"bots":[45],"harness":[46],"an":[47,168],"array":[48],"of":[49,70,131,180,194],"data":[50,98],"drawn":[51],"from":[52,86],"user":[53,97,132],"profiles,":[54],"tweets,":[55],"network":[57],"configurations,":[58],"delivering":[59],"commendable":[60],"outcomes.":[61],"Yet,":[62],"strategies":[64],"mainly":[65],"concentrate":[66],"postincident":[68],"identification":[69,179],"malevolent":[71,124,136],"users,":[72],"hinging":[73],"static":[75],"training":[76],"datasets":[77],"that":[78],"categorize":[79],"individuals":[80],"based":[81],"historical":[83],"activities.":[84],"Diverging":[85],"this":[87,118],"approach,":[88],"we":[89,141,184],"advocate":[90],"a":[92,143,186],"forward-thinking":[93],"methodology,":[94],"which":[95],"utilizes":[96],"foresee":[100],"mitigate":[102],"potential":[103],"threats":[104],"before":[105,134],"their":[106],"realization,":[107],"thereby":[108],"cultivating":[109],"more":[110],"secure,":[111],"equitable,":[112],"unbiased":[114],"online":[115],"communities.":[116],"To":[117],"end,":[119],"our":[120,162],"proposed":[121],"technique":[122,163],"forecasts":[123],"by":[126,167],"tracing":[127],"projected":[129],"trajectories":[130],"embeddings":[133],"any":[135],"action":[137],"materializes.":[138],"For":[139],"validation,":[140],"employed":[142],"dynamic":[144],"directed":[145],"multigraph":[146],"paradigm":[147],"chronicle":[149],"evolving":[151],"engagements":[152],"between":[153],"users.":[155,182],"When":[156],"juxtaposed":[157],"against":[158],"identical":[160],"dataset,":[161],"eclipses":[164],"contemporary":[165],"methodologies":[166],"impressive":[169],"40.66%":[170],"in":[171,176],"F":[172],"score":[173],"(F1":[174],"score)":[175],"anticipatory":[178],"harmful":[181],"Furthermore,":[183],"undertook":[185],"model":[187],"evaluation":[188],"exercise":[189],"gauge":[191],"efficiency":[193],"distinct":[195],"system":[196],"elements.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
