{"id":"https://openalex.org/W3118191207","doi":"https://doi.org/10.14704/web/v17i2/web17058","title":"A Deep Model on Hoax Detection Using Feed Forward Neural Network and LSTM","display_name":"A Deep Model on Hoax Detection Using Feed Forward Neural Network and LSTM","publication_year":2020,"publication_date":"2020-12-21","ids":{"openalex":"https://openalex.org/W3118191207","doi":"https://doi.org/10.14704/web/v17i2/web17058","mag":"3118191207"},"language":"en","primary_location":{"id":"doi:10.14704/web/v17i2/web17058","is_oa":true,"landing_page_url":"https://doi.org/10.14704/web/v17i2/web17058","pdf_url":null,"source":{"id":"https://openalex.org/S4210195749","display_name":"Webology","issn_l":"1735-188X","issn":["1735-188X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310318996","host_organization_name":"University of Tehran Press","host_organization_lineage":["https://openalex.org/P4310318996"],"host_organization_lineage_names":["University of Tehran Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Webology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.14704/web/v17i2/web17058","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050488881","display_name":"Guntha Venkata Dhanush Kumar","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Guntha Venkata Dhanush Kumar","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067914398","display_name":"Mamatha V. Jadhav","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mamatha V Jadhav","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055745585","display_name":"Anvesh Tadisetti","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anvesh Tadisetti","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5101099517","display_name":"Kir an","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kir an","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050488881"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3488,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76292815,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"17","issue":"2","first_page":"652","last_page":"662"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9951000213623047,"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":0.9846000075340271,"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/hoax","display_name":"Hoax","score":0.9981541633605957},{"id":"https://openalex.org/keywords/credibility","display_name":"Credibility","score":0.6580184698104858},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.5837686657905579},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5550129413604736},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5411199331283569},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5064700841903687},{"id":"https://openalex.org/keywords/fake-news","display_name":"Fake news","score":0.4506988823413849},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3347782492637634},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.21294084191322327},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20860305428504944},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.12385869026184082}],"concepts":[{"id":"https://openalex.org/C35361118","wikidata":"https://www.wikidata.org/wiki/Q190084","display_name":"Hoax","level":3,"score":0.9981541633605957},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.6580184698104858},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.5837686657905579},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5550129413604736},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5411199331283569},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5064700841903687},{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.4506988823413849},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3347782492637634},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.21294084191322327},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20860305428504944},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.12385869026184082},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14704/web/v17i2/web17058","is_oa":true,"landing_page_url":"https://doi.org/10.14704/web/v17i2/web17058","pdf_url":null,"source":{"id":"https://openalex.org/S4210195749","display_name":"Webology","issn_l":"1735-188X","issn":["1735-188X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310318996","host_organization_name":"University of Tehran Press","host_organization_lineage":["https://openalex.org/P4310318996"],"host_organization_lineage_names":["University of Tehran Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Webology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.14704/web/v17i2/web17058","is_oa":true,"landing_page_url":"https://doi.org/10.14704/web/v17i2/web17058","pdf_url":null,"source":{"id":"https://openalex.org/S4210195749","display_name":"Webology","issn_l":"1735-188X","issn":["1735-188X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310318996","host_organization_name":"University of Tehran Press","host_organization_lineage":["https://openalex.org/P4310318996"],"host_organization_lineage_names":["University of Tehran Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Webology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2124637344","https://openalex.org/W2410465342","https://openalex.org/W2742330194","https://openalex.org/W2810806782","https://openalex.org/W2898962507","https://openalex.org/W2955779837"],"related_works":["https://openalex.org/W2784912505","https://openalex.org/W3130818243","https://openalex.org/W4311605423","https://openalex.org/W2790861628","https://openalex.org/W2742945768","https://openalex.org/W4288029604","https://openalex.org/W2984683276","https://openalex.org/W2902679954","https://openalex.org/W2617384290","https://openalex.org/W2901815010"],"abstract_inverted_index":{"The":[0,37,82],"topic":[1],"of":[2,41,47,79,106],"hoax":[3,35,49,71,87,107,123],"news":[4,23,50,72,80,88],"detection":[5],"on":[6,75,85,91,126],"social":[7],"media":[8,16],"has":[9],"recently":[10],"pulled":[11],"in":[12,26],"enormous":[13],"consideration.":[14],"Social":[15],"not":[17],"taking":[18],"any":[19],"credibility":[20],"for":[21],"the":[22,34,76,92],"being":[24],"spread":[25],"it":[27,29],"makes":[28],"more":[30],"difficult":[31],"to":[32,65,69],"contain":[33],"news.":[36,124],"essential":[38],"counter":[39],"measure":[40],"comparing":[42],"websites":[43],"against":[44],"a":[45,56,99,104],"list":[46],"labeled":[48],"sources":[51,127],"is":[52,60,101],"inflexible,":[53],"and":[54],"so":[55],"machine":[57],"learning":[58],"approach":[59],"desirable.":[61],"Our":[62],"project":[63],"aims":[64],"use":[66],"Neural":[67],"Networks":[68],"detect":[70],"directly,":[73],"based":[74,90],"text":[77],"content":[78],"articles.":[81],"model":[83],"concentrates":[84],"discovering":[86],"origins,":[89],"many":[93],"articles":[94,117],"originating":[95,143],"from":[96,118,144],"it.":[97],"When":[98],"source":[100],"spotted":[102],"as":[103],"maker":[105],"news,":[108],"we":[109,135],"can":[110],"predict":[111],"with":[112],"high":[113],"reliability":[114],"that":[115,119,137],"other":[116],"will":[120],"similarly":[121],"be":[122],"Focusing":[125],"augments":[128],"our":[129],"article":[130],"mis":[131],"categorization":[132],"resilience,":[133],"since":[134],"at":[136],"point":[138],"have":[139],"various":[140],"facts":[141],"focuses":[142],"each":[145],"source.":[146]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
