{"id":"https://openalex.org/W4415256754","doi":"https://doi.org/10.1145/3757473","title":"Exploring Multidimensional Checkworthiness: Designing AI-assisted Claim Prioritization for Human Fact-checkers","display_name":"Exploring Multidimensional Checkworthiness: Designing AI-assisted Claim Prioritization for Human Fact-checkers","publication_year":2025,"publication_date":"2025-10-16","ids":{"openalex":"https://openalex.org/W4415256754","doi":"https://doi.org/10.1145/3757473"},"language":"en","primary_location":{"id":"doi:10.1145/3757473","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3757473","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3757473","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026926725","display_name":"Houjiang Liu","orcid":"https://orcid.org/0000-0003-0983-6202"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Houjiang Liu","raw_affiliation_strings":["School of Information, University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"School of Information, University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050316482","display_name":"Jacek Gwizdka","orcid":"https://orcid.org/0000-0003-2273-3996"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jacek Gwizdka","raw_affiliation_strings":["School of Information, University of Texas at Austin, Austin, TX, USA and Institute of Applied Computer Science, \u0141\u00f3d\u017a University of Technology, \u0141\u00f3d\u017a, Poland"],"affiliations":[{"raw_affiliation_string":"School of Information, University of Texas at Austin, Austin, TX, USA and Institute of Applied Computer Science, \u0141\u00f3d\u017a University of Technology, \u0141\u00f3d\u017a, Poland","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023397430","display_name":"Matthew Lease","orcid":"https://orcid.org/0000-0002-0056-2834"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Lease","raw_affiliation_strings":["School of Information, University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"School of Information, University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026926725"],"corresponding_institution_ids":["https://openalex.org/I86519309"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30131789,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":"7","first_page":"1","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9970999956130981,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9902999997138977,"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/prioritization","display_name":"Prioritization","score":0.8776999711990356},{"id":"https://openalex.org/keywords/triage","display_name":"Triage","score":0.7202000021934509},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6190999746322632},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.44179999828338623},{"id":"https://openalex.org/keywords/multidimensional-analysis","display_name":"Multidimensional analysis","score":0.4178999960422516},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.35580000281333923}],"concepts":[{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.8776999711990356},{"id":"https://openalex.org/C2777120189","wikidata":"https://www.wikidata.org/wiki/Q780067","display_name":"Triage","level":2,"score":0.7202000021934509},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6396999955177307},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6190999746322632},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4569000005722046},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.44179999828338623},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.438400000333786},{"id":"https://openalex.org/C169191187","wikidata":"https://www.wikidata.org/wiki/Q1418353","display_name":"Multidimensional analysis","level":2,"score":0.4178999960422516},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.415800005197525},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.35580000281333923},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.34869998693466187},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.335999995470047},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.27950000762939453},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.26759999990463257},{"id":"https://openalex.org/C91682802","wikidata":"https://www.wikidata.org/wiki/Q620538","display_name":"Multidimensional scaling","level":2,"score":0.25690001249313354},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.2529999911785126}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3757473","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3757473","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3757473","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3757473","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W1965642307","https://openalex.org/W1976208772","https://openalex.org/W1996422672","https://openalex.org/W2008638238","https://openalex.org/W2034960640","https://openalex.org/W2037802158","https://openalex.org/W2053757624","https://openalex.org/W2059216172","https://openalex.org/W2061649864","https://openalex.org/W2078936286","https://openalex.org/W2092488901","https://openalex.org/W2093514947","https://openalex.org/W2118322263","https://openalex.org/W2118369420","https://openalex.org/W2119170250","https://openalex.org/W2133443878","https://openalex.org/W2139470221","https://openalex.org/W2144205059","https://openalex.org/W2151931996","https://openalex.org/W2153505326","https://openalex.org/W2155961949","https://openalex.org/W2165474780","https://openalex.org/W2170974034","https://openalex.org/W2544357754","https://openalex.org/W2559836063","https://openalex.org/W2739567684","https://openalex.org/W2743800013","https://openalex.org/W2765794875","https://openalex.org/W2893698234","https://openalex.org/W2899298125","https://openalex.org/W2901426845","https://openalex.org/W2909656628","https://openalex.org/W2918341242","https://openalex.org/W2952305491","https://openalex.org/W2970641574","https://openalex.org/W2997474044","https://openalex.org/W3003765219","https://openalex.org/W3015369851","https://openalex.org/W3021955997","https://openalex.org/W3034195663","https://openalex.org/W3061777868","https://openalex.org/W3082687734","https://openalex.org/W3104702800","https://openalex.org/W3152858897","https://openalex.org/W3153356200","https://openalex.org/W3183404951","https://openalex.org/W3196268181","https://openalex.org/W3208301774","https://openalex.org/W3217352487","https://openalex.org/W4220948721","https://openalex.org/W4225147001","https://openalex.org/W4225879562","https://openalex.org/W4233051669","https://openalex.org/W4242661676","https://openalex.org/W4255321213","https://openalex.org/W4285143031","https://openalex.org/W4288079542","https://openalex.org/W4309617712","https://openalex.org/W4320854732","https://openalex.org/W4362470113","https://openalex.org/W4362606173","https://openalex.org/W4366003629","https://openalex.org/W4366551170","https://openalex.org/W4377864154","https://openalex.org/W4379598302","https://openalex.org/W4382246105","https://openalex.org/W4385572752","https://openalex.org/W4386587757","https://openalex.org/W4389203095","https://openalex.org/W4390490761","https://openalex.org/W4393090023","https://openalex.org/W4396218145","https://openalex.org/W4404171840","https://openalex.org/W4405737232"],"related_works":[],"abstract_inverted_index":{"Given":[0],"the":[1,74,127],"volume":[2],"of":[3,77,155],"potentially":[4],"false":[5],"claims":[6,67],"online,":[7],"claim":[8,25,87,104,164],"prioritization":[9,26,105,146],"is":[10,50],"essential":[11],"in":[12,86,139],"allocating":[13],"limited":[14],"human":[15],"resources":[16],"available":[17],"for":[18,162],"fact-checking.":[19],"In":[20],"this":[21,171],"study,":[22,141],"we":[23,90,100,142],"perceive":[24],"as":[27,34,107],"an":[28,102,152],"information":[29],"retrieval":[30],"(IR)":[31],"task:":[32],"just":[33],"multidimensional":[35,75,115,167],"IR":[36],"relevance,":[37],"with":[38,57,96,158,173],"many":[39,58],"factors":[40,59,117],"influencing":[41,60],"which":[42,66],"search":[43],"results":[44],"a":[45,108,144],"user":[46],"deems":[47],"relevant,":[48],"checkworthiness":[49,78,168],"also":[51],"multi-faceted,":[52],"subjective,":[53],"and":[54,64,79,125,169],"even":[55],"personal,":[56],"how":[61,112],"fact-checkers":[62,85,113,137,148],"triage":[63,165],"select":[65],"to":[68,83,110,118,130],"check.":[69],"Our":[70],"study":[71],"investigates":[72],"both":[73],"nature":[76],"effective":[80],"tool":[81],"support":[82],"assist":[84],"prioritization.":[88],"Methodologically,":[89],"pursue":[91],"Research":[92],"through":[93],"Design":[94],"combined":[95],"mixed-method":[97],"evaluation.":[98],"Specifically,":[99],"develop":[101],"AI-assisted":[103],"prototype":[106],"probe":[109],"explore":[111],"use":[114],"checkworthy":[116],"prioritize":[119],"claims,":[120],"simultaneously":[121],"probing":[122],"fact-checker":[123],"needs":[124],"exploring":[126],"design":[128,160],"space":[129],"meet":[131],"those":[132],"needs.":[133],"With":[134],"16":[135],"professional":[136],"participating":[138],"our":[140],"uncover":[143],"hierarchical":[145],"strategy":[147],"implicitly":[149],"use,":[150],"revealing":[151],"underexplored":[153],"aspect":[154],"their":[156],"workflow,":[157],"actionable":[159],"recommendations":[161],"improving":[163],"across":[166],"tailoring":[170],"process":[172],"LLM":[174],"integration.":[175]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-17T00:00:00"}
