{"id":"https://openalex.org/W4410920006","doi":"https://doi.org/10.4018/ijswis.378676","title":"Intelligent Fake News Detection Leveraging Semantic and Context-Driven Analysis","display_name":"Intelligent Fake News Detection Leveraging Semantic and Context-Driven Analysis","publication_year":2025,"publication_date":"2025-05-31","ids":{"openalex":"https://openalex.org/W4410920006","doi":"https://doi.org/10.4018/ijswis.378676"},"language":"en","primary_location":{"id":"doi:10.4018/ijswis.378676","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijswis.378676","pdf_url":null,"source":{"id":"https://openalex.org/S181240966","display_name":"International Journal on Semantic Web and Information Systems","issn_l":"1552-6283","issn":["1552-6283","1552-6291"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Semantic Web and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.4018/ijswis.378676","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042209617","display_name":"Dongxiu Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I18570673","display_name":"Guangxi University of Science and Technology","ror":"https://ror.org/02fj6b627","country_code":"CN","type":"education","lineage":["https://openalex.org/I18570673"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dongxiu Wang","raw_affiliation_strings":["School of Economics and Management, Guangxi University of Science and Technology, Liuzhou, China"],"raw_orcid":"https://orcid.org/0009-0002-8171-1463","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Guangxi University of Science and Technology, Liuzhou, China","institution_ids":["https://openalex.org/I18570673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029158711","display_name":"Zuxi Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuxi Chen","raw_affiliation_strings":["School of Computer Science and Technology, Huaqiao University, Xiamen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huaqiao University, Xiamen, China","institution_ids":["https://openalex.org/I119045251"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5042209617"],"corresponding_institution_ids":["https://openalex.org/I18570673"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15126755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"21","issue":"1","first_page":"1","last_page":"26"},"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/T10028","display_name":"Topic Modeling","score":0.9520999789237976,"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"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9437999725341797,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8130600452423096},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5990442633628845},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.46369943022727966},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.390508770942688},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3758033215999603}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8130600452423096},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5990442633628845},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.46369943022727966},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.390508770942688},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3758033215999603},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/ijswis.378676","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijswis.378676","pdf_url":null,"source":{"id":"https://openalex.org/S181240966","display_name":"International Journal on Semantic Web and Information Systems","issn_l":"1552-6283","issn":["1552-6283","1552-6291"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Semantic Web and Information Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.4018/ijswis.378676","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijswis.378676","pdf_url":null,"source":{"id":"https://openalex.org/S181240966","display_name":"International Journal on Semantic Web and Information Systems","issn_l":"1552-6283","issn":["1552-6283","1552-6291"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Semantic Web and Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2742330194","https://openalex.org/W2766462585","https://openalex.org/W2773666902","https://openalex.org/W3031781733","https://openalex.org/W3041311242","https://openalex.org/W3041860561","https://openalex.org/W3082793654","https://openalex.org/W3107294782","https://openalex.org/W3135367836","https://openalex.org/W3166396011","https://openalex.org/W3199505005","https://openalex.org/W3205958211","https://openalex.org/W4224925583","https://openalex.org/W4315630419","https://openalex.org/W4319983294","https://openalex.org/W4320488917","https://openalex.org/W4361991106","https://openalex.org/W4366772622","https://openalex.org/W4378603309","https://openalex.org/W4379806284","https://openalex.org/W4383426019","https://openalex.org/W4384930048","https://openalex.org/W4385825794","https://openalex.org/W4386159799","https://openalex.org/W4388565146","https://openalex.org/W4391558095","https://openalex.org/W4392254196","https://openalex.org/W4394994598","https://openalex.org/W4400530309","https://openalex.org/W4401416760","https://openalex.org/W4402353608","https://openalex.org/W4406032498"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"With":[0],"the":[1,85,96,127],"rise":[2],"of":[3,33,112,129],"fake":[4,135],"news":[5,102,136],"as":[6],"a":[7,64,72,99],"societal":[8],"threat,":[9],"misinformation":[10],"detection":[11],"has":[12],"become":[13],"crucial":[14],"in":[15,134],"natural":[16],"language":[17],"processing.":[18],"Traditional":[19],"methods":[20,124],"struggle":[21],"with":[22],"inadequate":[23],"unimodal":[24],"feature":[25],"extraction,":[26],"weak":[27],"text-image":[28],"fusion,":[29],"and":[30,49,56,61,81,93,115,120,125],"limited":[31],"integration":[32],"user":[34,78,91],"context.":[35],"To":[36],"address":[37],"these":[38],"issues,":[39],"we":[40],"suggest":[41],"an":[42],"intelligent":[43],"Fake":[44],"News":[45],"Detection":[46],"Leveraging":[47],"Semantic":[48,86,130],"Context-Driven":[50],"Analysis.":[51],"Our":[52],"model":[53,97],"extracts":[54],"text":[55],"image":[57],"features":[58],"via":[59],"DeBERTa":[60],"CLIP-ViT,":[62],"while":[63],"collaborative":[65],"attention":[66],"module":[67],"enhances":[68],"cross-modal":[69],"interactions.":[70],"Additionally,":[71],"graph":[73],"convolutional":[74],"network":[75],"(GCN)":[76],"captures":[77],"dissemination":[79],"behaviors":[80],"social":[82],"influence":[83],"within":[84],"Web.":[87],"By":[88],"integrating":[89],"structured":[90],"knowledge":[92],"multimodal":[94,132],"content,":[95],"constructs":[98],"holistic,":[100],"context-aware":[101],"representation.":[103],"Experimental":[104],"results":[105],"show":[106],"that":[107],"IFN-SC":[108],"achieves":[109],"ACC":[110],"scores":[111],"0.943,":[113],"0.963,":[114],"0.911":[116],"on":[117],"Weibo,":[118],"Twitter,":[119],"GossipCop,":[121],"outperforming":[122],"state-of-the-art":[123],"demonstrating":[126],"effectiveness":[128],"Web-enhanced":[131],"fusion":[133],"detection.":[137]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}