{"id":"https://openalex.org/W4386453818","doi":"https://doi.org/10.1109/tcss.2023.3309704","title":"Real-Time Fake News Detection Using Big Data Analytics and Deep Neural Network","display_name":"Real-Time Fake News Detection Using Big Data Analytics and Deep Neural Network","publication_year":2023,"publication_date":"2023-09-05","ids":{"openalex":"https://openalex.org/W4386453818","doi":"https://doi.org/10.1109/tcss.2023.3309704"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2023.3309704","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2023.3309704","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":null,"license_id":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058693284","display_name":"Muhammad Ali Babar","orcid":"https://orcid.org/0000-0001-6653-6076"},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Muhammad Babar","raw_affiliation_strings":["Robotics and Internet of Things Laboratory, Prince Sultan University, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-6653-6076","affiliations":[{"raw_affiliation_string":"Robotics and Internet of Things Laboratory, Prince Sultan University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100716653","display_name":"Awais Ahmad","orcid":"https://orcid.org/0000-0001-5483-2732"},"institutions":[{"id":"https://openalex.org/I240666556","display_name":"Imam Mohammad ibn Saud Islamic University","ror":"https://ror.org/05gxjyb39","country_code":"SA","type":"education","lineage":["https://openalex.org/I240666556"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Awais Ahmad","raw_affiliation_strings":["College of Computer and Information Sciences, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-5483-2732","affiliations":[{"raw_affiliation_string":"College of Computer and Information Sciences, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I240666556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079382054","display_name":"Muhammad Usman Tariq","orcid":"https://orcid.org/0000-0002-7605-3040"},"institutions":[{"id":"https://openalex.org/I117222138","display_name":"Abu Dhabi University","ror":"https://ror.org/01r3kjq03","country_code":"AE","type":"education","lineage":["https://openalex.org/I117222138"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Muhammad Usman Tariq","raw_affiliation_strings":["Department of Marketing, Operations, Information Systems, Abu Dhabi University, Abu Dhabi, UAE","Department of Marketing, Operations, and Information Systems, Abu Dhabi University, Abu Dhabi, UAE"],"raw_orcid":"https://orcid.org/0000-0002-7605-3040","affiliations":[{"raw_affiliation_string":"Department of Marketing, Operations, Information Systems, Abu Dhabi University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I117222138"]},{"raw_affiliation_string":"Department of Marketing, Operations, and Information Systems, Abu Dhabi University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I117222138"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027515529","display_name":"Sarah Kaleem","orcid":"https://orcid.org/0000-0001-7416-9675"},"institutions":[{"id":"https://openalex.org/I188771183","display_name":"Iqra University","ror":"https://ror.org/00thhhw55","country_code":"PK","type":"education","lineage":["https://openalex.org/I188771183"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Sarah Kaleem","raw_affiliation_strings":["Department of Computing and Technology, Iqra University, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing and Technology, Iqra University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I188771183"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.8756,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.97181401,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"11","issue":"4","first_page":"5189","last_page":"5198"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9628000259399414,"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":0.9437000155448914,"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/big-data","display_name":"Big data","score":0.7438170909881592},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.658310055732727},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5672552585601807},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5568006038665771},{"id":"https://openalex.org/keywords/fake-news","display_name":"Fake news","score":0.4721130132675171},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46697068214416504},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4356034994125366},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4222417175769806},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4202789068222046},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35936108231544495},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.16025373339653015}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7438170909881592},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.658310055732727},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5672552585601807},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5568006038665771},{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.4721130132675171},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46697068214416504},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4356034994125366},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4222417175769806},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4202789068222046},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35936108231544495},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.16025373339653015}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2023.3309704","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2023.3309704","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2013455564","https://openalex.org/W2626653630","https://openalex.org/W2763572884","https://openalex.org/W2791788394","https://openalex.org/W2914393943","https://openalex.org/W2920675078","https://openalex.org/W2944575651","https://openalex.org/W2945267390","https://openalex.org/W2974808903","https://openalex.org/W2979776054","https://openalex.org/W2980145593","https://openalex.org/W2981566181","https://openalex.org/W2984545517","https://openalex.org/W2991596147","https://openalex.org/W2999565730","https://openalex.org/W3013549800","https://openalex.org/W3033074691","https://openalex.org/W3033156234","https://openalex.org/W3041311242","https://openalex.org/W3091101427","https://openalex.org/W3111430045","https://openalex.org/W3111514217","https://openalex.org/W3119962516","https://openalex.org/W3120502588","https://openalex.org/W3196904597","https://openalex.org/W3204515063","https://openalex.org/W3216370178","https://openalex.org/W4200097352","https://openalex.org/W4220653940","https://openalex.org/W4221166823","https://openalex.org/W4283712118","https://openalex.org/W4283756115","https://openalex.org/W4285154911","https://openalex.org/W4285242745","https://openalex.org/W4297782361","https://openalex.org/W4309090206","https://openalex.org/W6758183469","https://openalex.org/W6770503675","https://openalex.org/W6772302619","https://openalex.org/W6809908946"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W4245701730","https://openalex.org/W2511794504","https://openalex.org/W4389568343","https://openalex.org/W2911648135","https://openalex.org/W3092201768","https://openalex.org/W2886451445","https://openalex.org/W3108449883","https://openalex.org/W2551093110"],"abstract_inverted_index":{"In":[0,84],"today\u2019s":[1],"fast-paced":[2],"world,":[3],"the":[4,17,43,49,123,144,153,163,170,173,191,211,223,231],"Internet":[5,44],"has":[6,45],"become":[7],"a":[8,76,92,134,195,206],"prevalent":[9],"source":[10],"of":[11,20,51,87,172,219],"information":[12,33],"for":[13,57],"people":[14,23],"worldwide.":[15],"With":[16],"increasing":[18],"use":[19],"various":[21],"applications,":[22],"can":[24,90,198],"get":[25],"updates":[26],"in":[27,94],"real":[28],"time,":[29,121],"making":[30,54,122],"access":[31,41],"to":[32,42,48,59,78,102,136,151,193],"more":[34,128],"convenient":[35],"than":[36],"ever.":[37],"However,":[38],"this":[39,85],"easy":[40],"also":[46],"led":[47],"rise":[50],"fake":[52,82,96,124,138,184,200],"news,":[53],"it":[55,150],"difficult":[56],"individuals":[58,103],"differentiate":[60],"between":[61],"true":[62],"and":[63,80,98,104,109,119,146,165,168,186,205,216],"false":[64],"information.":[65],"This":[66,130,160],"is":[67,141],"where":[68],"deep":[69,212],"learning":[70],"(DL)":[71],"comes":[72],"into":[73,181],"play,":[74],"offering":[75],"solution":[77],"identify":[79],"combat":[81],"news.":[83,139],"era":[86],"technology,":[88],"DL":[89,154],"be":[91],"game-changer":[93],"detecting":[95],"news":[97,125,180,201],"preventing":[99],"potential":[100],"damage":[101],"organizations.":[105],"A":[106],"hybrid":[107],"N-gram":[108],"long":[110],"short-term":[111],"memory":[112],"(LSTM)":[113],"model":[114,132,155,225],"improves":[115,162],"accuracy,":[116],"recall":[117],"rate,":[118],"computation":[120],"detection":[126],"process":[127],"elegant.":[129],"proposed":[131,174,177,224],"utilizes":[133],"classifier":[135],"classify":[137],"It":[140],"based":[142],"on":[143],"parallel":[145],"distributed":[147],"platform,":[148],"enabling":[149],"build":[152],"using":[156],"big":[157,220],"data":[158,221],"analytics.":[159],"platform":[161],"training":[164],"testing":[166],"time":[167],"enhances":[169],"accuracy":[171,204],"model.":[175],"The":[176],"system":[178,196],"classifies":[179],"two":[182],"categories\u201c,":[183],"news\u201d":[185],"\u201creal":[187],"news\u201d,":[188],"while":[189],"quantifying":[190],"results":[192],"develop":[194],"that":[197],"detect":[199],"with":[202],"high":[203],"meager":[207],"mistake":[208],"rate.":[209],"Integrating":[210],"neural":[213],"network":[214],"(DNN)":[215],"Spark":[217],"architecture":[218],"makes":[222],"highly":[226],"efficient,":[227],"as":[228],"demonstrated":[229],"by":[230],"results.":[232]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
