{"id":"https://openalex.org/W4300921381","doi":"https://doi.org/10.1145/3538969.3543791","title":"Rumor and clickbait detection by combining information divergence measures and deep learning techniques","display_name":"Rumor and clickbait detection by combining information divergence measures and deep learning techniques","publication_year":2022,"publication_date":"2022-08-17","ids":{"openalex":"https://openalex.org/W4300921381","doi":"https://doi.org/10.1145/3538969.3543791"},"language":"en","primary_location":{"id":"doi:10.1145/3538969.3543791","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3538969.3543791","pdf_url":null,"source":{"id":"https://openalex.org/S4363608926","display_name":"Proceedings of the 17th International Conference on Availability, Reliability and Security","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"Proceedings of the 17th International Conference on Availability, Reliability and Security","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/A5027784805","display_name":"Christian Oliva","orcid":"https://orcid.org/0000-0002-8785-6252"},"institutions":[{"id":"https://openalex.org/I134820265","display_name":"Consejo Superior de Investigaciones Cient\u00edficas","ror":"https://ror.org/02gfc7t72","country_code":"ES","type":"funder","lineage":["https://openalex.org/I134820265"]},{"id":"https://openalex.org/I4210087408","display_name":"Instituto de Tecnolog\u00edas F\u00edsicas y de la Informaci\u00f3n \u201cLeonardo Torres Quevedo\u201d","ror":"https://ror.org/00zsy6110","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210087408"]},{"id":"https://openalex.org/I63634437","display_name":"Universidad Aut\u00f3noma de Madrid","ror":"https://ror.org/01cby8j38","country_code":"ES","type":"education","lineage":["https://openalex.org/I63634437"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Christian Oliva","raw_affiliation_strings":["Computer Science and Engineering, Universidad Aut\u00f3noma de Madrid, Spain and Institute for Physical and Information Technologies (ITEFI), Spanish National Research Council (CSIC, Consejo Superior de Investigaciones Cient\u00edficas), Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Universidad Aut\u00f3noma de Madrid, Spain and Institute for Physical and Information Technologies (ITEFI), Spanish National Research Council (CSIC, Consejo Superior de Investigaciones Cient\u00edficas), Spain","institution_ids":["https://openalex.org/I4210087408","https://openalex.org/I63634437","https://openalex.org/I134820265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030335669","display_name":"Ignacio Palacio-Mar\u00edn","orcid":null},"institutions":[{"id":"https://openalex.org/I63634437","display_name":"Universidad Aut\u00f3noma de Madrid","ror":"https://ror.org/01cby8j38","country_code":"ES","type":"education","lineage":["https://openalex.org/I63634437"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ignacio Palacio-Mar\u00edn","raw_affiliation_strings":["Computer Science and Engineering, Universidad Aut\u00f3noma de Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Universidad Aut\u00f3noma de Madrid, Spain","institution_ids":["https://openalex.org/I63634437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034298577","display_name":"Luis F. Lago-Fern\u00e1ndez","orcid":"https://orcid.org/0000-0001-8639-8731"},"institutions":[{"id":"https://openalex.org/I63634437","display_name":"Universidad Aut\u00f3noma de Madrid","ror":"https://ror.org/01cby8j38","country_code":"ES","type":"education","lineage":["https://openalex.org/I63634437"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis F. Lago-Fern\u00e1ndez","raw_affiliation_strings":["Computer Science and Engineering, Universidad Aut\u00f3noma de Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Universidad Aut\u00f3noma de Madrid, Spain","institution_ids":["https://openalex.org/I63634437"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010107697","display_name":"David Arroyo","orcid":"https://orcid.org/0000-0001-8894-9779"},"institutions":[{"id":"https://openalex.org/I134820265","display_name":"Consejo Superior de Investigaciones Cient\u00edficas","ror":"https://ror.org/02gfc7t72","country_code":"ES","type":"funder","lineage":["https://openalex.org/I134820265"]},{"id":"https://openalex.org/I4210087408","display_name":"Instituto de Tecnolog\u00edas F\u00edsicas y de la Informaci\u00f3n \u201cLeonardo Torres Quevedo\u201d","ror":"https://ror.org/00zsy6110","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210087408"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"David Arroyo","raw_affiliation_strings":["Institute for Physical and Information Technologies (ITEFI), Spanish National Research Council (CSIC, Consejo Superior de Investigaciones Cient\u00edficas), Spain"],"affiliations":[{"raw_affiliation_string":"Institute for Physical and Information Technologies (ITEFI), Spanish National Research Council (CSIC, Consejo Superior de Investigaciones Cient\u00edficas), Spain","institution_ids":["https://openalex.org/I134820265","https://openalex.org/I4210087408"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5027784805"],"corresponding_institution_ids":["https://openalex.org/I134820265","https://openalex.org/I4210087408","https://openalex.org/I63634437"],"apc_list":null,"apc_paid":null,"fwci":1.4651,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.85323111,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"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":0.9998999834060669,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9840999841690063,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9728999733924866,"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/deep-learning","display_name":"Deep learning","score":0.8481313586235046},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7929741144180298},{"id":"https://openalex.org/keywords/rumor","display_name":"Rumor","score":0.7529362440109253},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.7248194813728333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7161592841148376},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5751746892929077},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5704631209373474},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.48420217633247375},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4399574100971222},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4273241460323334},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19786369800567627}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.8481313586235046},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7929741144180298},{"id":"https://openalex.org/C2780469804","wikidata":"https://www.wikidata.org/wiki/Q878352","display_name":"Rumor","level":2,"score":0.7529362440109253},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.7248194813728333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7161592841148376},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5751746892929077},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5704631209373474},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.48420217633247375},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4399574100971222},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4273241460323334},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19786369800567627},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3538969.3543791","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3538969.3543791","pdf_url":null,"source":{"id":"https://openalex.org/S4363608926","display_name":"Proceedings of the 17th International Conference on Availability, Reliability and Security","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"Proceedings of the 17th International Conference on Availability, Reliability and Security","raw_type":"proceedings-article"},{"id":"pmh:oai:digital.csic.es:10261/297229","is_oa":false,"landing_page_url":"http://hdl.handle.net/10261/297229","pdf_url":null,"source":{"id":"https://openalex.org/S4306400616","display_name":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134820265","host_organization_name":"Consejo Superior de Investigaciones Cient\u00edficas","host_organization_lineage":["https://openalex.org/I134820265"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"actas de congreso"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2032897813","https://openalex.org/W2064675550","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2250539671","https://openalex.org/W2291469954","https://openalex.org/W2549416390","https://openalex.org/W2597366411","https://openalex.org/W2765178803","https://openalex.org/W2952861497","https://openalex.org/W2964108846","https://openalex.org/W3013600387","https://openalex.org/W3115164158","https://openalex.org/W3120908114","https://openalex.org/W3126507111","https://openalex.org/W3176207025","https://openalex.org/W4253644007","https://openalex.org/W4255166978","https://openalex.org/W4299806211","https://openalex.org/W4299828299","https://openalex.org/W4300117366"],"related_works":["https://openalex.org/W2372853429","https://openalex.org/W2418108191","https://openalex.org/W2067142008","https://openalex.org/W4377865163","https://openalex.org/W3193857078","https://openalex.org/W2888956734","https://openalex.org/W3000197790","https://openalex.org/W4315865067","https://openalex.org/W2979433843","https://openalex.org/W3208304128"],"abstract_inverted_index":{"In":[0],"this":[1,48,71],"article":[2],"we":[3,98],"address":[4],"the":[5,9,17,41,63,66,77,80,92,115],"challenge":[6,58],"of":[7,13,20,25,43,65,73,79,91,106,117],"detecting":[8],"generation":[10],"and":[11,34,96,121],"spreading":[12],"misleading":[14],"information":[15,36],"in":[16,47,125],"specific":[18],"scenario":[19],"clickbait.":[21],"Our":[22],"contribution":[23],"consists":[24],"a":[26,30,56,89,100,104,107],"methodology":[27],"that":[28,62],"combines":[29],"deep":[31,44,108,122],"neural":[32],"network":[33],"an":[35],"divergence":[37,101],"measure":[38,102],"to":[39,69],"overcome":[40],"limitations":[42,116],"learning":[45,109,120,123],"techniques":[46],"scenario.":[49],"This":[50],"analysis":[51],"is":[52,88],"conducted":[53],"by":[54],"considering":[55],"clickbait":[57,87,126],"dataset.":[59],"We":[60],"realise":[61],"construction":[64],"dataset":[67],"used":[68],"study":[70],"kind":[72],"problems":[74],"dramatically":[75],"affects":[76],"performance":[78],"model":[81,113],"and,":[82],"thus,":[83],"its":[84],"selection.":[85],"Since":[86],"result":[90],"inconsistency":[93],"between":[94],"headlines":[95],"content,":[97],"integrate":[99],"as":[103],"layer":[105],"model.":[110],"The":[111],"resulting":[112],"overcomes":[114],"conventional":[118],"machine":[119],"models":[124],"detection.":[127]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}