{"id":"https://openalex.org/W4415382420","doi":"https://doi.org/10.1145/3771935","title":"Iffy-or-Not: Critically Evaluating Potential Misinformation Using Fallacy Detection and Socratic Questioning with LLMs","display_name":"Iffy-or-Not: Critically Evaluating Potential Misinformation Using Fallacy Detection and Socratic Questioning with LLMs","publication_year":2025,"publication_date":"2025-10-21","ids":{"openalex":"https://openalex.org/W4415382420","doi":"https://doi.org/10.1145/3771935"},"language":"en","primary_location":{"id":"doi:10.1145/3771935","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3771935","pdf_url":null,"source":{"id":"https://openalex.org/S89276529","display_name":"ACM Transactions on Computer-Human Interaction","issn_l":"1073-0516","issn":["1073-0516","1557-7325"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computer-Human Interaction","raw_type":"journal-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/A5003762882","display_name":"Gionnieve Lim","orcid":"https://orcid.org/0000-0002-8399-1633"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Gionnieve Lim","raw_affiliation_strings":["Singapore University of Technology and Design, Singapore, Singapore","Singapore University of Technology and Design, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-8399-1633","affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design, Singapore, Singapore","institution_ids":["https://openalex.org/I152815399"]},{"raw_affiliation_string":"Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079709359","display_name":"Juho Kim","orcid":"https://orcid.org/0000-0001-6348-4127"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Juho Kim","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology, Daejeon, Korea","School of Computing, KAIST, Korea"],"raw_orcid":"https://orcid.org/0000-0001-6348-4127","affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology, Daejeon, Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"School of Computing, KAIST, Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067200799","display_name":"Simon T. Perrault","orcid":"https://orcid.org/0000-0002-3105-9350"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Simon Perrault","raw_affiliation_strings":["Singapore University of Technology and Design, Singapore, Singapore and T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, Palaiseau, France","Singapore University of Technology and Design, Singapore and T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, France"],"raw_orcid":"https://orcid.org/0000-0002-3105-9350","affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design, Singapore, Singapore and T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, Palaiseau, France","institution_ids":[]},{"raw_affiliation_string":"Singapore University of Technology and Design, Singapore and T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003762882"],"corresponding_institution_ids":["https://openalex.org/I152815399"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37855555,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":"1","first_page":"1","last_page":"40"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9940000176429749,"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":0.9842000007629395,"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/misinformation","display_name":"Misinformation","score":0.8443999886512756},{"id":"https://openalex.org/keywords/deliberation","display_name":"Deliberation","score":0.7269999980926514},{"id":"https://openalex.org/keywords/argumentation-theory","display_name":"Argumentation theory","score":0.6783000230789185},{"id":"https://openalex.org/keywords/fallacy","display_name":"Fallacy","score":0.6154000163078308},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.45579999685287476},{"id":"https://openalex.org/keywords/motivated-reasoning","display_name":"Motivated reasoning","score":0.4422999918460846},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.42809998989105225},{"id":"https://openalex.org/keywords/persuasion","display_name":"Persuasion","score":0.4011000096797943}],"concepts":[{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.8443999886512756},{"id":"https://openalex.org/C2776946740","wikidata":"https://www.wikidata.org/wiki/Q358652","display_name":"Deliberation","level":3,"score":0.7269999980926514},{"id":"https://openalex.org/C65059942","wikidata":"https://www.wikidata.org/wiki/Q270105","display_name":"Argumentation theory","level":2,"score":0.6783000230789185},{"id":"https://openalex.org/C2781035248","wikidata":"https://www.wikidata.org/wiki/Q186150","display_name":"Fallacy","level":2,"score":0.6154000163078308},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5019000172615051},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.45579999685287476},{"id":"https://openalex.org/C2776325391","wikidata":"https://www.wikidata.org/wiki/Q6917865","display_name":"Motivated reasoning","level":3,"score":0.4422999918460846},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.4390000104904175},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.428600013256073},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.42809998989105225},{"id":"https://openalex.org/C2781310500","wikidata":"https://www.wikidata.org/wiki/Q1231428","display_name":"Persuasion","level":2,"score":0.4011000096797943},{"id":"https://openalex.org/C79585631","wikidata":"https://www.wikidata.org/wiki/Q431498","display_name":"Confirmation bias","level":2,"score":0.3978999853134155},{"id":"https://openalex.org/C57473165","wikidata":"https://www.wikidata.org/wiki/Q7315604","display_name":"Resistance (ecology)","level":2,"score":0.39419999718666077},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.36239999532699585},{"id":"https://openalex.org/C174594037","wikidata":"https://www.wikidata.org/wiki/Q4926165","display_name":"Socratic questioning","level":3,"score":0.34619998931884766},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3107999861240387},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.30730000138282776},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.30239999294281006},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.29980000853538513},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.28679999709129333},{"id":"https://openalex.org/C7991579","wikidata":"https://www.wikidata.org/wiki/Q17955","display_name":"Criticism","level":2,"score":0.28119999170303345},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.25929999351501465},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.25529998540878296},{"id":"https://openalex.org/C2801541","wikidata":"https://www.wikidata.org/wiki/Q839475","display_name":"Socratic method","level":2,"score":0.2547999918460846},{"id":"https://openalex.org/C134698397","wikidata":"https://www.wikidata.org/wiki/Q17946","display_name":"Public opinion","level":3,"score":0.2522999942302704}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3771935","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3771935","pdf_url":null,"source":{"id":"https://openalex.org/S89276529","display_name":"ACM Transactions on Computer-Human Interaction","issn_l":"1073-0516","issn":["1073-0516","1557-7325"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computer-Human Interaction","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-05374294v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05374294","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACM Transactions on Computer-Human Interaction, 2025, 33 (1), pp.8:1-8:40. &#x27E8;10.1145/3771935&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":103,"referenced_works":["https://openalex.org/W192022397","https://openalex.org/W998784482","https://openalex.org/W1028815282","https://openalex.org/W1536112217","https://openalex.org/W1562933495","https://openalex.org/W1605255363","https://openalex.org/W1686065478","https://openalex.org/W1708874574","https://openalex.org/W1721421031","https://openalex.org/W1907672044","https://openalex.org/W1974736281","https://openalex.org/W1975783365","https://openalex.org/W1979290264","https://openalex.org/W1993862395","https://openalex.org/W2005825070","https://openalex.org/W2027757106","https://openalex.org/W2032191478","https://openalex.org/W2044452016","https://openalex.org/W2046087596","https://openalex.org/W2059205332","https://openalex.org/W2067736870","https://openalex.org/W2074466695","https://openalex.org/W2078483536","https://openalex.org/W2084813517","https://openalex.org/W2128823042","https://openalex.org/W2151224211","https://openalex.org/W2156645658","https://openalex.org/W2157289187","https://openalex.org/W2157392583","https://openalex.org/W2262972580","https://openalex.org/W2335051952","https://openalex.org/W2579555219","https://openalex.org/W2745673352","https://openalex.org/W2756862998","https://openalex.org/W2772504450","https://openalex.org/W2783539613","https://openalex.org/W2786904376","https://openalex.org/W2790166049","https://openalex.org/W2791172249","https://openalex.org/W2886960137","https://openalex.org/W2914304175","https://openalex.org/W2946263521","https://openalex.org/W2950948599","https://openalex.org/W2995568177","https://openalex.org/W3004652140","https://openalex.org/W3012266030","https://openalex.org/W3028739380","https://openalex.org/W3040042046","https://openalex.org/W3046397217","https://openalex.org/W3084820690","https://openalex.org/W3089476379","https://openalex.org/W3121274724","https://openalex.org/W3125936870","https://openalex.org/W3131071073","https://openalex.org/W3175362033","https://openalex.org/W3199505005","https://openalex.org/W3207885025","https://openalex.org/W4200028970","https://openalex.org/W4205933727","https://openalex.org/W4206236567","https://openalex.org/W4210511847","https://openalex.org/W4210535201","https://openalex.org/W4220660611","https://openalex.org/W4225127529","https://openalex.org/W4229075526","https://openalex.org/W4246495380","https://openalex.org/W4248285673","https://openalex.org/W4252684946","https://openalex.org/W4282580740","https://openalex.org/W4283759792","https://openalex.org/W4285491274","https://openalex.org/W4288079542","https://openalex.org/W4290377501","https://openalex.org/W4291197616","https://openalex.org/W4292157289","https://openalex.org/W4292791030","https://openalex.org/W4293105742","https://openalex.org/W4293145273","https://openalex.org/W4300827275","https://openalex.org/W4307005348","https://openalex.org/W4307472389","https://openalex.org/W4318211321","https://openalex.org/W4318313270","https://openalex.org/W4321429311","https://openalex.org/W4322123792","https://openalex.org/W4361295134","https://openalex.org/W4366989525","https://openalex.org/W4379033872","https://openalex.org/W4381548764","https://openalex.org/W4386566968","https://openalex.org/W4387783578","https://openalex.org/W4391610230","https://openalex.org/W4392240262","https://openalex.org/W4392793822","https://openalex.org/W4396870527","https://openalex.org/W4399992361","https://openalex.org/W4400017457","https://openalex.org/W4401042286","https://openalex.org/W4401213616","https://openalex.org/W4404311705","https://openalex.org/W4409652940","https://openalex.org/W4409735071","https://openalex.org/W4410919197"],"related_works":[],"abstract_inverted_index":{"Social":[0],"platforms":[1],"have":[2],"expanded":[3],"opportunities":[4],"for":[5],"deliberation":[6],"with":[7,87,114,139,149],"the":[8,32,108],"comments":[9],"being":[10],"used":[11],"to":[12,20,41,54,75,83,103,107,118,134,137],"inform":[13],"one\u2019s":[14],"opinion.":[15],"However,":[16,129],"using":[17],"such":[18],"information":[19,141],"form":[21],"opinions":[22],"is":[23],"challenged":[24],"by":[25,65],"unsubstantiated":[26],"or":[27,115],"false":[28],"content.":[29],"To":[30],"enhance":[31],"quality":[33],"of":[34],"opinion":[35],"formation":[36],"and":[37,79,85,121,143],"potentially":[38],"confer":[39],"resistance":[40],"misinformation,":[42],"we":[43,97],"developed":[44],"Iffy-Or-Not":[45],"(":[46,94],"ION":[47,68,100,135,150],"),":[48,96],"a":[49,91],"browser":[50],"extension":[51],"that":[52,99,112,125],"seeks":[53],"invoke":[55],"critical":[56],"thinking":[57,144],"when":[58],"reading":[59],"texts.":[60],"With":[61],"three":[62],"features":[63],"guided":[64],"argumentation":[66],"theory,":[67],"highlights":[69],"fallacious":[70],"content,":[71,109],"suggests":[72,110],"diverse":[73],"queries":[74,111],"probe":[76],"them":[77],"with,":[78],"offers":[80],"deeper":[81],"questions":[82,124],"consider":[84],"chat":[86],"others":[88],"about.":[89],"From":[90],"user":[92],"study":[93],"\\(N=18\\)":[95],"found":[98],"encourages":[101],"users":[102],"be":[104],"more":[105],"attentive":[106],"align":[113],"are":[116,151],"preferable":[117],"their":[119,127,140],"own,":[120],"poses":[122],"thought-provoking":[123],"expands":[126],"perspectives.":[128],"some":[130],"participants":[131],"expressed":[132],"aversion":[133],"due":[136],"misalignments":[138],"goals":[142],"predispositions.":[145],"Potential":[146],"backfiring":[147],"effects":[148],"discussed.":[152]},"counts_by_year":[],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-22T00:00:00"}
