{"id":"https://openalex.org/W4376654148","doi":"https://doi.org/10.1145/3593013.3593978","title":"Humans, AI, and Context: Understanding End-Users\u2019 Trust in a Real-World Computer Vision Application","display_name":"Humans, AI, and Context: Understanding End-Users\u2019 Trust in a Real-World Computer Vision Application","publication_year":2023,"publication_date":"2023-06-12","ids":{"openalex":"https://openalex.org/W4376654148","doi":"https://doi.org/10.1145/3593013.3593978"},"language":"en","primary_location":{"id":"doi:10.1145/3593013.3593978","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3593013.3593978","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3593013.3593978","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3593013.3593978","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061843649","display_name":"Sunnie S. Y. Kim","orcid":"https://orcid.org/0000-0002-8901-7233"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sunnie S. Y. Kim","raw_affiliation_strings":["Department of Computer Science, Princeton University, USA"],"raw_orcid":"https://orcid.org/0000-0002-8901-7233","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Princeton University, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076813180","display_name":"Elizabeth Anne Watkins","orcid":"https://orcid.org/0000-0002-1434-589X"},"institutions":[{"id":"https://openalex.org/I4210105785","display_name":"Intelligent Systems Research (United States)","ror":"https://ror.org/01reevc91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105785"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth Anne Watkins","raw_affiliation_strings":["Intelligent Systems Research, Intel Labs, USA"],"raw_orcid":"https://orcid.org/0000-0002-1434-589X","affiliations":[{"raw_affiliation_string":"Intelligent Systems Research, Intel Labs, USA","institution_ids":["https://openalex.org/I4210105785"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022811687","display_name":"Olga Russakovsky","orcid":"https://orcid.org/0000-0001-5272-3241"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Olga Russakovsky","raw_affiliation_strings":["Department of Computer Science, Princeton University, USA"],"raw_orcid":"https://orcid.org/0000-0001-5272-3241","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Princeton University, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030205315","display_name":"Ruth Fong","orcid":"https://orcid.org/0000-0001-8831-6402"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ruth Fong","raw_affiliation_strings":["Department of Computer Science, Princeton University, USA"],"raw_orcid":"https://orcid.org/0000-0001-8831-6402","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Princeton University, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013065278","display_name":"Andr\u00e9s Monroy\u2010Hern\u00e1ndez","orcid":"https://orcid.org/0000-0003-4889-9484"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andr\u00e9s Monroy-Hern\u00e1ndez","raw_affiliation_strings":["Department of Computer Science, Princeton University, USA"],"raw_orcid":"https://orcid.org/0000-0003-4889-9484","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Princeton University, USA","institution_ids":["https://openalex.org/I20089843"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5061843649"],"corresponding_institution_ids":["https://openalex.org/I20089843"],"apc_list":null,"apc_paid":null,"fwci":8.8263,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.98138464,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"77","last_page":"88"},"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":0.9990000128746033,"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":0.9990000128746033,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9919000267982483,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/distrust","display_name":"Distrust","score":0.952900767326355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6676682233810425},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.657177746295929},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.6195340156555176},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5031809210777283},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.46999797224998474},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4687654674053192},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.46767839789390564},{"id":"https://openalex.org/keywords/end-user","display_name":"End user","score":0.4247235059738159},{"id":"https://openalex.org/keywords/computational-trust","display_name":"Computational trust","score":0.4186560809612274},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.38512057065963745},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.369292676448822},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3427509069442749},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32726022601127625},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.28184300661087036},{"id":"https://openalex.org/keywords/reputation","display_name":"Reputation","score":0.15684807300567627},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.11104083061218262}],"concepts":[{"id":"https://openalex.org/C2778321746","wikidata":"https://www.wikidata.org/wiki/Q621922","display_name":"Distrust","level":2,"score":0.952900767326355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6676682233810425},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.657177746295929},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.6195340156555176},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5031809210777283},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.46999797224998474},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4687654674053192},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.46767839789390564},{"id":"https://openalex.org/C91262260","wikidata":"https://www.wikidata.org/wiki/Q528074","display_name":"End user","level":2,"score":0.4247235059738159},{"id":"https://openalex.org/C160521178","wikidata":"https://www.wikidata.org/wiki/Q5157345","display_name":"Computational trust","level":3,"score":0.4186560809612274},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.38512057065963745},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.369292676448822},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3427509069442749},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32726022601127625},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.28184300661087036},{"id":"https://openalex.org/C48798503","wikidata":"https://www.wikidata.org/wiki/Q877546","display_name":"Reputation","level":2,"score":0.15684807300567627},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.11104083061218262},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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":2,"locations":[{"id":"doi:10.1145/3593013.3593978","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3593013.3593978","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3593013.3593978","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2305.08598","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2305.08598","pdf_url":"https://arxiv.org/pdf/2305.08598","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3593013.3593978","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3593013.3593978","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3593013.3593978","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8199999928474426,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G2993750879","display_name":null,"funder_award_id":"1763642","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6197869717","display_name":null,"funder_award_id":"2145198","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8170485992","display_name":null,"funder_award_id":"1763642, 2145198, GRFP","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320315389","display_name":"Open Philanthropy Project","ror":"https://ror.org/004d1k391"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4376654148.pdf","grobid_xml":"https://content.openalex.org/works/W4376654148.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W152547054","https://openalex.org/W203291463","https://openalex.org/W1999022078","https://openalex.org/W2044140042","https://openalex.org/W2142175015","https://openalex.org/W2143074722","https://openalex.org/W2280426979","https://openalex.org/W2897154134","https://openalex.org/W2901895173","https://openalex.org/W2915124689","https://openalex.org/W2918027211","https://openalex.org/W2918497321","https://openalex.org/W2942073295","https://openalex.org/W2942157335","https://openalex.org/W3001248429","https://openalex.org/W3002972902","https://openalex.org/W3004158152","https://openalex.org/W3013998503","https://openalex.org/W3014011525","https://openalex.org/W3023742835","https://openalex.org/W3099742594","https://openalex.org/W3101792976","https://openalex.org/W3103751997","https://openalex.org/W3121931845","https://openalex.org/W3134111219","https://openalex.org/W3134203054","https://openalex.org/W3134214835","https://openalex.org/W3135019878","https://openalex.org/W3135514117","https://openalex.org/W3163411042","https://openalex.org/W3163443091","https://openalex.org/W3163457416","https://openalex.org/W3165767308","https://openalex.org/W3207598588","https://openalex.org/W4213378828","https://openalex.org/W4225095662","https://openalex.org/W4225154860","https://openalex.org/W4225295761","https://openalex.org/W4241857777","https://openalex.org/W4243342770","https://openalex.org/W4253763531","https://openalex.org/W4283158477","https://openalex.org/W4283169618","https://openalex.org/W4283591831","https://openalex.org/W4288083546","https://openalex.org/W4288414189","https://openalex.org/W4294783529","https://openalex.org/W4296191168","https://openalex.org/W4360991382","https://openalex.org/W4365999041","https://openalex.org/W4366548373"],"related_works":["https://openalex.org/W2152370238","https://openalex.org/W3193570178","https://openalex.org/W3160132286","https://openalex.org/W3099737524","https://openalex.org/W4392012396","https://openalex.org/W2378427682","https://openalex.org/W2719359212","https://openalex.org/W1589182070","https://openalex.org/W1979962129","https://openalex.org/W3170739056"],"abstract_inverted_index":{"Trust":[0],"is":[1,13],"an":[2],"important":[3,135],"factor":[4],"in":[5,39,57,91,115,123,157],"people\u2019s":[6],"interactions":[7],"with":[8,42,75],"AI":[9,27,58],"systems.":[10],"However,":[11],"there":[12],"a":[14,50,60,65,79],"lack":[15],"of":[16,37,55,64,78,146],"empirical":[17],"studies":[18],"examining":[19],"how":[20],"real":[21],"end-users":[22,77],"trust":[23,38,56,90,156],"or":[24],"distrust":[25],"the":[26,92,101,144],"system":[28],"they":[29],"interact":[30],"with.":[31],"Most":[32],"research":[33,154],"investigates":[34],"one":[35],"aspect":[36],"lab":[40],"settings":[41],"hypothetical":[43],"end-users.":[44],"In":[45],"this":[46],"paper,":[47],"we":[48,86],"provide":[49,150],"holistic":[51],"and":[52,105,118,132,140,149],"nuanced":[53],"understanding":[54],"through":[59],"qualitative":[61],"case":[62],"study":[63],"real-world":[66],"computer":[67],"vision":[68],"application.":[69],"We":[70,97,127,142],"report":[71],"findings":[72,148],"from":[73,94],"interviews":[74],"20":[76],"popular,":[80],"AI-based":[81],"bird":[82],"identification":[83],"app":[84,93,102,111,121],"where":[85],"inquired":[87],"about":[88],"their":[89],"many":[95],"angles.":[96],"find":[98,129],"participants":[99],"perceived":[100],"as":[103],"trustworthy":[104],"trusted":[106],"it,":[107],"but":[108],"selectively":[109],"accepted":[110],"outputs":[112],"after":[113],"engaging":[114],"verification":[116],"behaviors,":[117],"decided":[119],"against":[120],"adoption":[122],"certain":[124],"high-stakes":[125],"scenarios.":[126],"also":[128],"domain":[130],"knowledge":[131],"context":[133],"are":[134],"factors":[136],"for":[137,152],"trust-related":[138],"assessment":[139],"decision-making.":[141],"discuss":[143],"implications":[145],"our":[147],"recommendations":[151],"future":[153],"on":[155],"AI.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":13}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}