{"id":"https://openalex.org/W4389374095","doi":"https://doi.org/10.1145/3628797.3628971","title":"Fuzzy Deep Hybrid Network for Fake News Detection","display_name":"Fuzzy Deep Hybrid Network for Fake News Detection","publication_year":2023,"publication_date":"2023-12-06","ids":{"openalex":"https://openalex.org/W4389374095","doi":"https://doi.org/10.1145/3628797.3628971"},"language":"en","primary_location":{"id":"doi:10.1145/3628797.3628971","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3628797.3628971","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3628797.3628971","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Symposium on Information and Communication Technology","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3628797.3628971","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016795024","display_name":"Cheng Xu","orcid":"https://orcid.org/0000-0002-4675-9122"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Cheng Xu","raw_affiliation_strings":["School of Computer Science, University College Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039829612","display_name":"Tahar Kechadi","orcid":"https://orcid.org/0000-0002-0176-6281"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"M-Tahar Kechadi","raw_affiliation_strings":["School of Computer Science, University College Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5016795024"],"corresponding_institution_ids":["https://openalex.org/I100930933"],"apc_list":null,"apc_paid":null,"fwci":8.5814,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.97516762,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"118","last_page":"125"},"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":0.9980000257492065,"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":0.9952999949455261,"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/disinformation","display_name":"Disinformation","score":0.9226952791213989},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7906463742256165},{"id":"https://openalex.org/keywords/fake-news","display_name":"Fake news","score":0.670566976070404},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6238203048706055},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6167886257171631},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5949321389198303},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5820145606994629},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5763750076293945},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5188011527061462},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4496128261089325},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.439166396856308},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3513421416282654},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.2457561492919922},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.204204261302948},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.18389415740966797}],"concepts":[{"id":"https://openalex.org/C2776552730","wikidata":"https://www.wikidata.org/wiki/Q189656","display_name":"Disinformation","level":3,"score":0.9226952791213989},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7906463742256165},{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.670566976070404},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6238203048706055},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6167886257171631},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5949321389198303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5820145606994629},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5763750076293945},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5188011527061462},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4496128261089325},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.439166396856308},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3513421416282654},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.2457561492919922},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.204204261302948},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.18389415740966797},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3628797.3628971","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3628797.3628971","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3628797.3628971","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Symposium on Information and Communication Technology","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3628797.3628971","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3628797.3628971","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3628797.3628971","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Symposium on Information and Communication Technology","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7099999785423279,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G1383882326","display_name":null,"funder_award_id":"SFI/12/RC/","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G1426318481","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G1488196772","display_name":null,"funder_award_id":"2/RC/2289_P2","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G2632164605","display_name":null,"funder_award_id":"SFI/12/RC/2289_P2","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G2881606312","display_name":null,"funder_award_id":"SFI/12/RC/2289","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G3695527833","display_name":null,"funder_award_id":"12/RC/2289_P2","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G5098725405","display_name":null,"funder_award_id":"12/RC/","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G5148387293","display_name":null,"funder_award_id":"FI/12/RC/2289_P2","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G6712843611","display_name":null,"funder_award_id":"12/RC/228","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G7362007176","display_name":null,"funder_award_id":"12/RC/2289","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G8363411503","display_name":null,"funder_award_id":"202208340012","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G8477930562","display_name":null,"funder_award_id":"SFI/12/RC/2289_P","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G8589651859","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G8762186795","display_name":null,"funder_award_id":"SFI/12/RC/2289_P2","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4389374095.pdf"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1832693441","https://openalex.org/W1982865616","https://openalex.org/W2019207321","https://openalex.org/W2064675550","https://openalex.org/W2079234336","https://openalex.org/W2084591134","https://openalex.org/W2110485445","https://openalex.org/W2117671523","https://openalex.org/W2131774270","https://openalex.org/W2147800946","https://openalex.org/W2178155017","https://openalex.org/W2194775991","https://openalex.org/W2417420127","https://openalex.org/W2525305541","https://openalex.org/W2580167980","https://openalex.org/W2582561810","https://openalex.org/W2587948115","https://openalex.org/W2742330194","https://openalex.org/W2766462585","https://openalex.org/W2790166049","https://openalex.org/W2807032127","https://openalex.org/W2809476703","https://openalex.org/W2884001105","https://openalex.org/W2919115771","https://openalex.org/W2925285378","https://openalex.org/W2954646118","https://openalex.org/W2966455460","https://openalex.org/W2969762015","https://openalex.org/W3035317050","https://openalex.org/W3039273193","https://openalex.org/W3187658747","https://openalex.org/W3205958211","https://openalex.org/W4200226223","https://openalex.org/W4205145976","https://openalex.org/W4211007335","https://openalex.org/W4213052788","https://openalex.org/W4221168025","https://openalex.org/W4229023903","https://openalex.org/W4288079542","https://openalex.org/W4296492616","https://openalex.org/W4320854711","https://openalex.org/W4321392911","https://openalex.org/W4361751177","https://openalex.org/W6947351026"],"related_works":["https://openalex.org/W3120934925","https://openalex.org/W4283756172","https://openalex.org/W3206164673","https://openalex.org/W3126983531","https://openalex.org/W3188086985","https://openalex.org/W3025084970","https://openalex.org/W3111061658","https://openalex.org/W3012748561","https://openalex.org/W4206984011","https://openalex.org/W3118381365"],"abstract_inverted_index":{"The":[0,84,135],"proliferation":[1],"of":[2,80,89],"fake":[3,56,81,124],"news":[4,39,82,90,125],"in":[5,20,53],"the":[6,14,21,78],"digital":[7],"age":[8],"poses":[9],"a":[10,87,104,129],"significant":[11],"threat":[12],"to":[13,36,76],"democratic":[15],"process":[16],"and":[17,29,46,92,94,108,127],"undermines":[18],"trust":[19],"media.":[22],"As":[23],"disinformation":[24],"campaigns":[25],"become":[26,33],"more":[27],"sophisticated":[28],"pervasive,":[30],"it":[31],"has":[32],"increasingly":[34],"challenging":[35],"discern":[37],"credible":[38],"sources":[40],"from":[41],"deceptive":[42],"ones.":[43],"Machine":[44],"learning":[45,48,121],"deep":[47,120],"techniques":[49],"have":[50],"shown":[51],"promise":[52],"automatically":[54],"detecting":[55],"news,":[57],"but":[58],"there":[59],"is":[60,137],"still":[61],"room":[62],"for":[63,132],"improvement.":[64],"In":[65],"this":[66],"paper,":[67],"we":[68],"propose":[69],"an":[70],"innovative":[71],"fuzzy":[72,117],"logic-based":[73],"hybrid":[74],"model":[75,85,102],"improve":[77,123],"performance":[79],"detection.":[83],"leverages":[86],"combination":[88],"articles":[91],"textual":[93],"numerical":[95],"context":[96],"information.":[97],"We":[98],"evaluate":[99],"our":[100],"proposed":[101],"on":[103],"fact-checking":[105],"benchmark":[106],"dataset":[107],"achieve":[109],"state-of-the-art":[110],"results.":[111],"Our":[112],"findings":[113],"suggest":[114],"that":[115],"combining":[116],"logic":[118],"with":[119],"can":[122],"detection":[126],"provide":[128],"reliable":[130],"tool":[131],"combatting":[133],"disinformation.":[134],"code":[136],"available":[138],"at":[139],"https://github.com/chengxuphd/FDHN":[140]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
