{"id":"https://openalex.org/W4406421219","doi":"https://doi.org/10.1155/int/5920142","title":"Veracity\u2010Oriented Context\u2010Aware Large Language Models\u2013Based Prompting Optimization for Fake News Detection","display_name":"Veracity\u2010Oriented Context\u2010Aware Large Language Models\u2013Based Prompting Optimization for Fake News Detection","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406421219","doi":"https://doi.org/10.1155/int/5920142"},"language":"en","primary_location":{"id":"doi:10.1155/int/5920142","is_oa":true,"landing_page_url":"https://doi.org/10.1155/int/5920142","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/int/5920142","source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"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 of Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/int/5920142","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004322083","display_name":"Weiqiang Jin","orcid":"https://orcid.org/0000-0002-6656-6061"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]},{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiqiang Jin","raw_affiliation_strings":["School of Computer Science and Technology ,  Anhui University of Technology (AHUT) ,  MaanShan , Anhui,  China","School of Information and Communications Engineering ,  Xi\u2019an Jiaotong University (XJTU) ,  Xi\u2019an , Shaanxi,  China"],"raw_orcid":"https://orcid.org/0000-0002-6656-6061","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology ,  Anhui University of Technology (AHUT) ,  MaanShan , Anhui,  China","institution_ids":["https://openalex.org/I92178344"]},{"raw_affiliation_string":"School of Information and Communications Engineering ,  Xi\u2019an Jiaotong University (XJTU) ,  Xi\u2019an , Shaanxi,  China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074250521","display_name":"Yang Gao","orcid":"https://orcid.org/0000-0002-2488-1813"},"institutions":[{"id":"https://openalex.org/I4210101072","display_name":"Shangluo University","ror":"https://ror.org/01a56n213","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210101072"]},{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Gao","raw_affiliation_strings":["School of Humanities ,  Shangluo University ,  Shangluo , Shaanxi,  China ,  slxy.cn","School of Information and Communications Engineering ,  Xi\u2019an Jiaotong University (XJTU) ,  Xi\u2019an , Shaanxi,  China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Humanities ,  Shangluo University ,  Shangluo , Shaanxi,  China ,  slxy.cn","institution_ids":["https://openalex.org/I4210101072"]},{"raw_affiliation_string":"School of Information and Communications Engineering ,  Xi\u2019an Jiaotong University (XJTU) ,  Xi\u2019an , Shaanxi,  China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100401500","display_name":"Tao Tao","orcid":"https://orcid.org/0000-0002-5630-2070"},"institutions":[{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tao Tao","raw_affiliation_strings":["School of Computer Science and Technology ,  Anhui University of Technology (AHUT) ,  MaanShan , Anhui,  China"],"raw_orcid":"https://orcid.org/0000-0002-5630-2070","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology ,  Anhui University of Technology (AHUT) ,  MaanShan , Anhui,  China","institution_ids":["https://openalex.org/I92178344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101732754","display_name":"Xiujun Wang","orcid":"https://orcid.org/0000-0003-3657-3727"},"institutions":[{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiujun Wang","raw_affiliation_strings":["School of Computer Science and Technology ,  Anhui University of Technology (AHUT) ,  MaanShan , Anhui,  China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology ,  Anhui University of Technology (AHUT) ,  MaanShan , Anhui,  China","institution_ids":["https://openalex.org/I92178344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049245470","display_name":"Ningwei Wang","orcid":"https://orcid.org/0000-0003-1567-3091"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ningwei Wang","raw_affiliation_strings":["School of Information and Communications Engineering ,  Xi\u2019an Jiaotong University (XJTU) ,  Xi\u2019an , Shaanxi,  China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering ,  Xi\u2019an Jiaotong University (XJTU) ,  Xi\u2019an , Shaanxi,  China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114461914","display_name":"Baohai Wu","orcid":"https://orcid.org/0009-0000-7778-4155"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baohai Wu","raw_affiliation_strings":["School of Information and Communications Engineering ,  Xi\u2019an Jiaotong University (XJTU) ,  Xi\u2019an , Shaanxi,  China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering ,  Xi\u2019an Jiaotong University (XJTU) ,  Xi\u2019an , Shaanxi,  China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051169478","display_name":"Biao Zhao","orcid":"https://orcid.org/0000-0002-3651-0702"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biao Zhao","raw_affiliation_strings":["School of Information and Communications Engineering ,  Xi\u2019an Jiaotong University (XJTU) ,  Xi\u2019an , Shaanxi,  China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering ,  Xi\u2019an Jiaotong University (XJTU) ,  Xi\u2019an , Shaanxi,  China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100401500"],"corresponding_institution_ids":["https://openalex.org/I92178344"],"apc_list":{"value":2500,"currency":"USD","value_usd":2500},"apc_paid":{"value":2500,"currency":"USD","value_usd":2500},"fwci":95.8418,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.99969997,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"2025","issue":"1","first_page":null,"last_page":null},"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":0.9952999949455261,"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/T10028","display_name":"Topic Modeling","score":0.9828000068664551,"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/computer-science","display_name":"Computer science","score":0.728050947189331},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6656274795532227},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4293793737888336},{"id":"https://openalex.org/keywords/fake-news","display_name":"Fake news","score":0.4125065803527832},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.38260340690612793},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34691524505615234},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.19283798336982727},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.06561735272407532}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.728050947189331},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6656274795532227},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4293793737888336},{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.4125065803527832},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38260340690612793},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34691524505615234},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.19283798336982727},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.06561735272407532},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1155/int/5920142","is_oa":true,"landing_page_url":"https://doi.org/10.1155/int/5920142","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/int/5920142","source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"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 of Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1155/int/5920142","is_oa":true,"landing_page_url":"https://doi.org/10.1155/int/5920142","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/int/5920142","source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"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 of Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1607594054","display_name":null,"funder_award_id":"2022AH050319","funder_id":"https://openalex.org/F4320326664","funder_display_name":"Anhui Provincial Department of Education"}],"funders":[{"id":"https://openalex.org/F4320326664","display_name":"Anhui Provincial Department of Education","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4406421219.pdf"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W621249151","https://openalex.org/W1546111015","https://openalex.org/W1996665163","https://openalex.org/W2531862055","https://openalex.org/W2593408211","https://openalex.org/W2604264634","https://openalex.org/W2742330194","https://openalex.org/W2763572884","https://openalex.org/W2766462585","https://openalex.org/W2788235048","https://openalex.org/W2798611956","https://openalex.org/W2810026022","https://openalex.org/W2890801081","https://openalex.org/W2891453035","https://openalex.org/W2896457183","https://openalex.org/W2897039802","https://openalex.org/W2911715381","https://openalex.org/W2912305564","https://openalex.org/W2924988155","https://openalex.org/W2949397667","https://openalex.org/W2951307134","https://openalex.org/W2963416784","https://openalex.org/W2980052727","https://openalex.org/W2982137384","https://openalex.org/W2989424501","https://openalex.org/W2999790948","https://openalex.org/W3022924198","https://openalex.org/W3030055324","https://openalex.org/W3041155336","https://openalex.org/W3045987077","https://openalex.org/W3070920170","https://openalex.org/W3107058614","https://openalex.org/W3111514217","https://openalex.org/W3113142051","https://openalex.org/W3119467012","https://openalex.org/W3133378905","https://openalex.org/W3153427360","https://openalex.org/W3185341429","https://openalex.org/W3188542058","https://openalex.org/W4230872509","https://openalex.org/W4281557260","https://openalex.org/W4286892945","https://openalex.org/W4288079542","https://openalex.org/W4299567010","https://openalex.org/W4307907065","https://openalex.org/W4360602683","https://openalex.org/W4385458448","https://openalex.org/W4385567149","https://openalex.org/W4385571291","https://openalex.org/W4387224341","https://openalex.org/W4390041933","https://openalex.org/W4392637287","https://openalex.org/W4401622681","https://openalex.org/W4401703443","https://openalex.org/W4401816859","https://openalex.org/W4402320017","https://openalex.org/W4402671211","https://openalex.org/W4402955209","https://openalex.org/W4403011990","https://openalex.org/W4403555665","https://openalex.org/W4404782964"],"related_works":["https://openalex.org/W2890339288","https://openalex.org/W2966672946","https://openalex.org/W3137554057","https://openalex.org/W3205414356","https://openalex.org/W3015693164","https://openalex.org/W2942388309","https://openalex.org/W2996237090","https://openalex.org/W3137972732","https://openalex.org/W3166592327","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Fake":[0],"news":[1],"detection":[2],"(FND)":[3],"is":[4],"a":[5,130],"critical":[6],"task":[7],"in":[8,31,47,71,168],"natural":[9],"language":[10,23],"processing":[11],"(NLP)":[12],"focused":[13],"on":[14,184,191],"identifying":[15],"and":[16,34,102,109,143,155,165],"mitigating":[17],"the":[18,63,82,136,153],"spread":[19],"of":[20,138,157],"misinformation.":[21],"Large":[22],"models":[24],"(LLMs)":[25],"have":[26,177],"recently":[27],"shown":[28],"remarkable":[29],"abilities":[30],"understanding":[32],"semantics":[33],"performing":[35],"logical":[36],"inference.":[37],"However,":[38],"their":[39],"tendency":[40],"to":[41,53,105,115],"generate":[42],"hallucinations":[43,108],"poses":[44],"significant":[45],"challenges":[46],"accurately":[48],"detecting":[49],"deceptive":[50],"content,":[51],"leading":[52],"suboptimal":[54],"performance.":[55],"In":[56],"addition,":[57],"existing":[58],"FND":[59,91],"methods":[60],"often":[61],"underutilize":[62],"extensive":[64],"prior":[65],"knowledge":[66],"embedded":[67],"within":[68],"LLMs,":[69],"resulting":[70],"less":[72],"effective":[73],"classification":[74],"outcomes.":[75],"To":[76,171],"address":[77],"these":[78],"issues,":[79],"we":[80,176],"propose":[81],"CAPE\u2013FND":[83,159,187],"framework,":[84,160],"context\u2010aware":[85,98],"prompt":[86],"engineering,":[87],"designed":[88],"for":[89],"enhancing":[90],"tasks.":[92],"This":[93],"framework":[94],"employs":[95],"unique":[96],"veracity\u2010oriented":[97],"constraints,":[99],"background":[100],"information,":[101],"analogical":[103],"reasoning":[104],"mitigate":[106],"LLM":[107,117,123,139],"utilizes":[110],"self\u2010adaptive":[111],"bootstrap":[112,133],"prompting":[113],"optimization":[114,128],"improve":[116],"predictions.":[118],"It":[119],"further":[120,173],"refines":[121],"initial":[122],"prompts":[124],"through":[125],"adaptive":[126],"iterative":[127],"using":[129,146],"random":[131],"search":[132],"algorithm,":[134],"maximizing":[135],"efficacy":[137],"prompting.":[140],"Extensive":[141],"zero\u2010shot":[142],"few\u2010shot":[144],"experiments":[145],"GPT\u20103.5\u2010turbo":[147],"across":[148],"multiple":[149],"public":[150],"datasets":[151],"demonstrate":[152],"effectiveness":[154],"robustness":[156],"our":[158,179],"even":[161],"surpassing":[162],"advanced":[163],"GPT\u20104.0":[164],"human":[166],"performance":[167],"certain":[169],"scenarios.":[170],"support":[172],"LLM\u2013based":[174],"FND,":[175],"made":[178],"approach\u2019s":[180],"code":[181],"publicly":[182],"available":[183],"GitHub":[185],"(our":[186],"code:":[188],"https://github.com/albert-jin/CAPE-FND":[189],"[Accessed":[190],"2024.09]).":[192]},"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":14}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
