{"id":"https://openalex.org/W3047434993","doi":"https://doi.org/10.1109/icacce49060.2020.9154997","title":"Fake News Detection on Social Media using K-Nearest Neighbor Classifier","display_name":"Fake News Detection on Social Media using K-Nearest Neighbor Classifier","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3047434993","doi":"https://doi.org/10.1109/icacce49060.2020.9154997","mag":"3047434993"},"language":"en","primary_location":{"id":"doi:10.1109/icacce49060.2020.9154997","doi":"https://doi.org/10.1109/icacce49060.2020.9154997","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacce49060.2020.9154997","pdf_url":null,"source":{"id":"https://openalex.org/S4306423251","display_name":"International Conference on Advances in Computing and Communication Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Advances in Computing and Communication Engineering (ICACCE)","raw_type":"proceedings-article"},"volume":null,"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/A5072455549","display_name":"Ankit Kesarwani","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I105094715","display_name":"National Institute of Technology Kurukshetra","ror":"https://ror.org/04909p852","country_code":"IN","type":"education","lineage":["https://openalex.org/I105094715"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ankit Kesarwani","raw_affiliation_strings":["School of VLSI and ESD, National Institute of Technology, Kurukshetra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of VLSI and ESD, National Institute of Technology, Kurukshetra, India","institution_ids":["https://openalex.org/I105094715"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101470324","display_name":"Sudakar Singh Chauhan","orcid":"https://orcid.org/0000-0002-9216-5712","observed_orcids":["https://orcid.org/0000-0002-9216-5712"]},"institutions":[{"id":"https://openalex.org/I105094715","display_name":"National Institute of Technology Kurukshetra","ror":"https://ror.org/04909p852","country_code":"IN","type":"education","lineage":["https://openalex.org/I105094715"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sudakar Singh Chauhan","raw_affiliation_strings":["Department of ECE, National Institute of Technology, Kurukshetra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of ECE, National Institute of Technology, Kurukshetra, India","institution_ids":["https://openalex.org/I105094715"]}]},{"author_position":"last","author":{"id":null,"display_name":"Anil Ramachandran Nair","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anil Ramachandran Nair","raw_affiliation_strings":["R&D Department, Toshiba Software Pvt. Limited, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"R&D Department, Toshiba Software Pvt. Limited, Bangalore, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":42.9001,"has_fulltext":false,"cited_by_count":127,"citation_normalized_percentile":{"value":0.99778345,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":1.0,"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":1.0,"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":9.999999747378752e-05,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.0,"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/fake-news-detection","display_name":"fake news detection","score":1.0},{"id":"https://openalex.org/keywords/social-media","display_name":"social media","score":0.8840000033378601},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.8370000123977661},{"id":"https://openalex.org/keywords/misinformation","display_name":"misinformation","score":0.8190000057220459}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.8270976543426514},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6899797916412354},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6832118630409241},{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.6392646431922913},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.46852725744247437},{"id":"https://openalex.org/C529147693","wikidata":"https://www.wikidata.org/wiki/Q1193236","display_name":"News media","level":2,"score":0.4167150557041168},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37553179264068604},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3048468828201294},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.2665487229824066},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11027804017066956}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacce49060.2020.9154997","doi":"https://doi.org/10.1109/icacce49060.2020.9154997","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacce49060.2020.9154997","pdf_url":null,"source":{"id":"https://openalex.org/S4306423251","display_name":"International Conference on Advances in Computing and Communication Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Advances in Computing and Communication Engineering (ICACCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2034968913","https://openalex.org/W2293476329","https://openalex.org/W2410465342","https://openalex.org/W2531862055","https://openalex.org/W2569999341","https://openalex.org/W2742330194","https://openalex.org/W2769470793","https://openalex.org/W2787178215","https://openalex.org/W2805340316","https://openalex.org/W2810026022","https://openalex.org/W2900144515","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3203210156","https://openalex.org/W6931485918","https://openalex.org/W4397292647","https://openalex.org/W4285385029","https://openalex.org/W7125410576","https://openalex.org/W4205846591","https://openalex.org/W4401174263","https://openalex.org/W3090067992","https://openalex.org/W2902600998","https://openalex.org/W4404953929"],"abstract_inverted_index":{"Consumption":[0],"of":[1,10,29,65,73,104,130,139],"news":[2,31,76,123,147],"from":[3],"social":[4,46,78,102,107,125],"media":[5,47,79,126],"is":[6,92],"gradually":[7],"increasing":[8],"because":[9],"it's":[11,20],"easy":[12],"to":[13,22,48,59,94],"access,":[14],"cheap":[15],"and":[16,19,38,54],"more":[17],"attractive":[18],"capable":[21],"spread":[23,42],"the":[24,50,63,128],"\u201cfake":[25],"news\u201d.":[26],"The":[27,70],"widespread":[28],"fake":[30,66,75,122],"has":[32],"latent":[33],"adverse":[34],"impressions":[35],"on":[36,45,77,106,124],"people":[37,41],"culture.":[39],"Some":[40],"wrong":[43],"information":[44,99],"get":[49],"attention":[51],"or":[52,67,88],"financial":[53],"political":[55],"gain.":[56],"We":[57,134],"need":[58],"be":[60],"smarter":[61],"at":[62],"recognition":[64],"real":[68],"news.":[69],"unique":[71],"feature":[72],"detecting":[74,121],"that":[80],"make":[81],"current":[82],"detection":[83],"algorithms":[84],"ine":[85],"\u25a1":[86],"ective":[87],"not":[89],"appropriate.":[90],"Thereafter":[91],"essential":[93],"consider":[95],"secondary":[96],"information.":[97],"Secondary":[98],"may":[100],"include":[101],"activities":[103],"user":[105],"media.":[108],"So,":[109],"in":[110],"this":[111,140],"research":[112],"work":[113],"we":[114],"are":[115],"presenting":[116],"a":[117,136],"simple":[118],"approach":[119],"for":[120],"with":[127],"help":[129],"K-Nearest":[131],"Neighbor":[132],"classifier.":[133],"achieved":[135],"classification":[137],"accuracy":[138],"model":[141],"approximate":[142],"79%":[143],"tested":[144],"against":[145],"Facebook":[146],"posts":[148],"dataset.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":39},{"year":2022,"cited_by_count":28},{"year":2021,"cited_by_count":14}],"updated_date":"2026-10-22T09:42:04.148104","created_date":"2020-08-10T00:00:00"}