{"id":"https://openalex.org/W7164837378","doi":"https://doi.org/10.1145/3805622.3812605","title":"DeepVerify: The End-to-end Software for Evidence-Based Multi-Modal Online Information Verification with Explainable Reasoning","display_name":"DeepVerify: The End-to-end Software for Evidence-Based Multi-Modal Online Information Verification with Explainable Reasoning","publication_year":2026,"publication_date":"2026-06-15","ids":{"openalex":"https://openalex.org/W7164837378","doi":"https://doi.org/10.1145/3805622.3812605"},"language":null,"primary_location":{"id":"doi:10.1145/3805622.3812605","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3805622.3812605","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},"type":"conference-paper","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/A5039727302","display_name":"Hoang-Quoc Nguyen-Son","orcid":"https://orcid.org/0000-0003-2468-7815"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hoang-Quoc Nguyen-Son","raw_affiliation_strings":["National Institute of Information and Communications Technology, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0003-2468-7815","affiliations":[{"raw_affiliation_string":"National Institute of Information and Communications Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120132205","display_name":"Tung-Duong Le-Duc","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tung-Duong Le-Duc","raw_affiliation_strings":["University of Science, VNU-HCM, Ho Chi Minh City, Vietnam"],"raw_orcid":"https://orcid.org/0009-0001-2603-0908","affiliations":[{"raw_affiliation_string":"University of Science, VNU-HCM, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120132206","display_name":"Quynh-Huong Dinh-Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Quynh-Huong Dinh-Nguyen","raw_affiliation_strings":["University of Science, VNU-HCM, Ho Chi Minh City, Vietnam"],"raw_orcid":"https://orcid.org/0009-0004-1162-7770","affiliations":[{"raw_affiliation_string":"University of Science, VNU-HCM, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121599238","display_name":"Hai-Chau Nguyen-Le","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hai-Chau Nguyen-Le","raw_affiliation_strings":["Faculty of Information Technology, University of Engineering and Technology, Hanoi, Vietnam"],"raw_orcid":"https://orcid.org/0009-0008-5005-6260","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Engineering and Technology, Hanoi, Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007965851","display_name":"Anh-Duy Tran","orcid":"https://orcid.org/0000-0002-8036-954X"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Anh-Duy Tran","raw_affiliation_strings":["DistriNet, KU Leuven, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-8036-954X","affiliations":[{"raw_affiliation_string":"DistriNet, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023083273","display_name":"Minh-Son Dao","orcid":"https://orcid.org/0000-0003-3044-8175"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Minh-Son Dao","raw_affiliation_strings":["National Institute of Information and Communications Technology, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0003-3044-8175","affiliations":[{"raw_affiliation_string":"National Institute of Information and Communications Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I90023481"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2882","last_page":"2886"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.3481999933719635,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.3481999933719635,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11147","display_name":"Misinformation and Its Impacts","score":0.22339999675750732,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.2168000042438507,"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/benchmark","display_name":"Benchmark (surveying)","score":0.5242000222206116},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.5091000199317932},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5045999884605408},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.4932999908924103},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4471000134944916},{"id":"https://openalex.org/keywords/misinformation","display_name":"Misinformation","score":0.41290000081062317},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.3695000112056732},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.34040001034736633}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8310999870300293},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5242000222206116},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.5091000199317932},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5045999884605408},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.4932999908924103},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4523000121116638},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4471000134944916},{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.41290000081062317},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3986000120639801},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.3695000112056732},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.34040001034736633},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33869999647140503},{"id":"https://openalex.org/C33054407","wikidata":"https://www.wikidata.org/wiki/Q6504747","display_name":"Software verification","level":5,"score":0.32589998841285706},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.3172999918460846},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3133000135421753},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.3073999881744385},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.3059999942779541},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3057999908924103},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.30149999260902405},{"id":"https://openalex.org/C89288958","wikidata":"https://www.wikidata.org/wiki/Q7301504","display_name":"Reasoning system","level":2,"score":0.2671000063419342},{"id":"https://openalex.org/C48002344","wikidata":"https://www.wikidata.org/wiki/Q2919644","display_name":"Verification and validation","level":2,"score":0.265500009059906},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.2621999979019165},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.259799987077713},{"id":"https://openalex.org/C2780762811","wikidata":"https://www.wikidata.org/wiki/Q1784941","display_name":"Cosine similarity","level":3,"score":0.2581999897956848},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2581000030040741},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.25679999589920044}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3805622.3812605","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3805622.3812605","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.588670551776886,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W3199416326","https://openalex.org/W4304014523","https://openalex.org/W4304092670","https://openalex.org/W4304098634","https://openalex.org/W4386211230","https://openalex.org/W4386215278","https://openalex.org/W4391952560","https://openalex.org/W4399418380","https://openalex.org/W4399418388","https://openalex.org/W4399418551","https://openalex.org/W4399418571","https://openalex.org/W4404781439","https://openalex.org/W4415538297","https://openalex.org/W4415538303","https://openalex.org/W4415539959","https://openalex.org/W4415540057"],"related_works":[],"abstract_inverted_index":{"The":[0,57,79],"proliferation":[1],"of":[2,82,90,101],"online":[3,43,187],"misinformation":[4],"has":[5],"underscored":[6],"the":[7,19,83,88,91,99,107,113,153],"urgent":[8],"need":[9],"for":[10,21,41,63,98,145,184,191],"robust,":[11],"comprehensive":[12],"verification":[13,154,189],"tools.":[14],"Existing":[15],"approaches":[16,132],"often":[17],"lack":[18],"capacity":[20],"multi-modal":[22],"analysis":[23],"and":[24,53,69,150,172],"evidence-based":[25,42],"explainability,":[26],"limiting":[27],"their":[28],"effectiveness":[29],"in":[30,67,152],"diverse,":[31],"real-world":[32],"scenarios.":[33],"DeepVerify":[34,163],"presents":[35],"a":[36,60,105,136,181],"complete":[37],"end-to-end":[38],"software":[39],"solution":[40],"information":[44,94,188],"verification,":[45],"integrating":[46],"previously":[47],"published":[48],"modules":[49],"from":[50],"ACMMM":[51],"2025":[52],"supporting":[54,143],"multi-lingual":[55],"users.":[56],"system":[58,108],"introduces":[59],"novel":[61],"algorithm":[62,84],"detecting":[64],"AI-generated":[65,102],"content":[66],"images":[68],"text,":[70],"extending":[71],"prior":[72],"capabilities":[73],"that":[74,133,162],"focused":[75],"solely":[76],"on":[77,158],"video.":[78],"core":[80],"idea":[81],"is":[85,115],"to":[86,126],"compare":[87],"similarity":[89],"input":[92],"with":[93],"available":[95],"online,":[96],"allowing":[97],"detection":[100],"content.":[103],"As":[104],"result,":[106],"not":[109],"only":[110],"determines":[111],"whether":[112],"data":[114],"created":[116],"by":[117],"humans":[118],"or":[119],"machines,":[120],"but":[121],"also":[122],"provides":[123],"specific":[124],"evidence":[125,144],"support":[127],"this":[128,139],"decision.":[129],"Unlike":[130],"previous":[131],"merely":[134],"output":[135],"confidence":[137],"score,":[138],"method":[140],"offers":[141],"concrete":[142],"its":[146],"verdict,":[147],"enhancing":[148],"transparency":[149],"reliability":[151],"process.":[155],"Experiments":[156],"conducted":[157],"benchmark":[159],"datasets":[160],"demonstrate":[161],"consistently":[164],"outperforms":[165],"current":[166],"state-of-the-art":[167],"methods,":[168],"offering":[169],"enhanced":[170],"accuracy":[171],"transparent":[173],"reasoning":[174],"across":[175],"multiple":[176],"modalities.":[177],"This":[178],"work":[179],"sets":[180],"new":[182],"standard":[183],"explainable,":[185],"reliable":[186],"suitable":[190],"global":[192],"audiences.":[193]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2026-06-16T00:00:00"}