{"id":"https://openalex.org/W4221145939","doi":"https://doi.org/10.1145/3593013.3593993","title":"Diagnosing AI Explanation Methods with Folk Concepts of Behavior","display_name":"Diagnosing AI Explanation Methods with Folk Concepts of Behavior","publication_year":2023,"publication_date":"2023-06-12","ids":{"openalex":"https://openalex.org/W4221145939","doi":"https://doi.org/10.1145/3593013.3593993"},"language":"en","primary_location":{"id":"doi:10.1145/3593013.3593993","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3593013.3593993","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3593013.3593993","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","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3593013.3593993","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045156755","display_name":"Alon Jacovi","orcid":"https://orcid.org/0000-0002-7263-2061"},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Alon Jacovi","raw_affiliation_strings":["Bar-Ilan University, Israel"],"raw_orcid":"https://orcid.org/0000-0002-7263-2061","affiliations":[{"raw_affiliation_string":"Bar-Ilan University, Israel","institution_ids":["https://openalex.org/I13955877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077391471","display_name":"Jasmijn Bastings","orcid":"https://orcid.org/0000-0002-5445-4417"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jasmijn Bastings","raw_affiliation_strings":["Google, Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-5445-4417","affiliations":[{"raw_affiliation_string":"Google, Netherlands","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026789962","display_name":"Sebastian Gehrmann","orcid":"https://orcid.org/0000-0002-8257-9516"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sebastian Gehrmann","raw_affiliation_strings":["Google, USA"],"raw_orcid":"https://orcid.org/0000-0002-8257-9516","affiliations":[{"raw_affiliation_string":"Google, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028476919","display_name":"Yoav Goldberg","orcid":"https://orcid.org/0000-0002-6497-829X"},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Yoav Goldberg","raw_affiliation_strings":["Bar Ilan University, Israel"],"raw_orcid":"https://orcid.org/0000-0002-6497-829X","affiliations":[{"raw_affiliation_string":"Bar Ilan University, Israel","institution_ids":["https://openalex.org/I13955877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037657908","display_name":"Katja Filippova","orcid":"https://orcid.org/0009-0007-5308-0904"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Katja Filippova","raw_affiliation_strings":["Google, Germany"],"raw_orcid":"https://orcid.org/0009-0007-5308-0904","affiliations":[{"raw_affiliation_string":"Google, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5045156755"],"corresponding_institution_ids":["https://openalex.org/I13955877"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00185915,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"78","issue":null,"first_page":"247","last_page":"247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9714999794960022,"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"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9714999794960022,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.00279999990016222,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.002099999925121665,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.7380232810974121},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.6747429966926575},{"id":"https://openalex.org/keywords/attribution","display_name":"Attribution","score":0.6730084419250488},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.633755624294281},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.6145453453063965},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5367921590805054},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.5212686061859131},{"id":"https://openalex.org/keywords/folk-psychology","display_name":"Folk psychology","score":0.47407880425453186},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.4619349241256714},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3859650790691376},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3536895513534546},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.32995694875717163},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.20791006088256836},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.14999866485595703}],"concepts":[{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.7380232810974121},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.6747429966926575},{"id":"https://openalex.org/C143299363","wikidata":"https://www.wikidata.org/wiki/Q900584","display_name":"Attribution","level":2,"score":0.6730084419250488},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.633755624294281},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.6145453453063965},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5367921590805054},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.5212686061859131},{"id":"https://openalex.org/C128482177","wikidata":"https://www.wikidata.org/wiki/Q1429140","display_name":"Folk psychology","level":2,"score":0.47407880425453186},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.4619349241256714},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3859650790691376},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3536895513534546},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32995694875717163},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.20791006088256836},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.14999866485595703},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3593013.3593993","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3593013.3593993","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3593013.3593993","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":"doi:10.1613/jair.1.14053","is_oa":true,"landing_page_url":"https://doi.org/10.1613/jair.1.14053","pdf_url":"https://jair.org/index.php/jair/article/download/14053/26976","source":{"id":"https://openalex.org/S139930977","display_name":"Journal of Artificial Intelligence Research","issn_l":"1076-9757","issn":["1076-9757","1943-5037"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315760","host_organization_name":"AI Access Foundation","host_organization_lineage":["https://openalex.org/P4310315760"],"host_organization_lineage_names":["AI Access Foundation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence Research","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2201.11239","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2201.11239","pdf_url":"https://arxiv.org/pdf/2201.11239","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2201.11239","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2201.11239","pdf_url":null,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1145/3593013.3593993","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3593013.3593993","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3593013.3593993","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":[],"awards":[{"id":"https://openalex.org/G2010140428","display_name":"Information Extraction for Everyone","funder_award_id":"802774","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7842005466","display_name":null,"funder_award_id":"Horizon 2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4221145939.pdf","grobid_xml":"https://content.openalex.org/works/W4221145939.grobid-xml"},"referenced_works_count":121,"referenced_works":["https://openalex.org/W562778920","https://openalex.org/W1575580274","https://openalex.org/W1849277567","https://openalex.org/W1963959269","https://openalex.org/W1995513609","https://openalex.org/W1998613841","https://openalex.org/W2025528578","https://openalex.org/W2027133538","https://openalex.org/W2032972890","https://openalex.org/W2075585362","https://openalex.org/W2077921357","https://openalex.org/W2115040353","https://openalex.org/W2119129799","https://openalex.org/W2154348687","https://openalex.org/W2169393322","https://openalex.org/W2176759570","https://openalex.org/W2515741950","https://openalex.org/W2594164664","https://openalex.org/W2594475271","https://openalex.org/W2597603852","https://openalex.org/W2618851150","https://openalex.org/W2670253439","https://openalex.org/W2752194699","https://openalex.org/W2784769278","https://openalex.org/W2790415926","https://openalex.org/W2796885425","https://openalex.org/W2799118206","https://openalex.org/W2799124508","https://openalex.org/W2886991642","https://openalex.org/W2899652826","https://openalex.org/W2906152891","https://openalex.org/W2914598080","https://openalex.org/W2950434563","https://openalex.org/W2951286828","https://openalex.org/W2954345306","https://openalex.org/W2959587146","https://openalex.org/W2962858109","https://openalex.org/W2963915654","https://openalex.org/W2964303497","https://openalex.org/W2964842631","https://openalex.org/W2970155250","https://openalex.org/W2970447476","https://openalex.org/W2998834067","https://openalex.org/W3009894005","https://openalex.org/W3013891696","https://openalex.org/W3015575765","https://openalex.org/W3017701505","https://openalex.org/W3022518881","https://openalex.org/W3022757652","https://openalex.org/W3023585950","https://openalex.org/W3023690688","https://openalex.org/W3023935934","https://openalex.org/W3025165074","https://openalex.org/W3032150215","https://openalex.org/W3048956072","https://openalex.org/W3085380432","https://openalex.org/W3090331387","https://openalex.org/W3092070759","https://openalex.org/W3092631491","https://openalex.org/W3092665232","https://openalex.org/W3093478780","https://openalex.org/W3093530468","https://openalex.org/W3101792976","https://openalex.org/W3101981467","https://openalex.org/W3107219802","https://openalex.org/W3111367603","https://openalex.org/W3116286104","https://openalex.org/W3121562452","https://openalex.org/W3130196849","https://openalex.org/W3142459457","https://openalex.org/W3144194608","https://openalex.org/W3153800458","https://openalex.org/W3154295049","https://openalex.org/W3157950068","https://openalex.org/W3170204075","https://openalex.org/W3175930218","https://openalex.org/W3183713542","https://openalex.org/W3184154804","https://openalex.org/W3212509273","https://openalex.org/W4312465291","https://openalex.org/W4322759331","https://openalex.org/W4376988296","https://openalex.org/W6610714626","https://openalex.org/W6631999277","https://openalex.org/W6632860457","https://openalex.org/W6636133922","https://openalex.org/W6642390457","https://openalex.org/W6648072137","https://openalex.org/W6658697210","https://openalex.org/W6669305631","https://openalex.org/W6677104768","https://openalex.org/W6683701320","https://openalex.org/W6695661434","https://openalex.org/W6718322557","https://openalex.org/W6718991148","https://openalex.org/W6729424259","https://openalex.org/W6739575509","https://openalex.org/W6745257028","https://openalex.org/W6748883668","https://openalex.org/W6751953259","https://openalex.org/W6752219734","https://openalex.org/W6752948792","https://openalex.org/W6754669440","https://openalex.org/W6766671466","https://openalex.org/W6766865527","https://openalex.org/W6774922911","https://openalex.org/W6776310601","https://openalex.org/W6777047548","https://openalex.org/W6788084180","https://openalex.org/W6793845820","https://openalex.org/W6796180688","https://openalex.org/W6796668551","https://openalex.org/W6797612793","https://openalex.org/W6801772763","https://openalex.org/W6813615935","https://openalex.org/W6826404411","https://openalex.org/W6827019770","https://openalex.org/W6828284845","https://openalex.org/W6841035070","https://openalex.org/W6844082943","https://openalex.org/W7026817286"],"related_works":["https://openalex.org/W7538478","https://openalex.org/W5063731","https://openalex.org/W8089805","https://openalex.org/W5173387","https://openalex.org/W3690687","https://openalex.org/W3474544","https://openalex.org/W5704335","https://openalex.org/W9318891","https://openalex.org/W5352287","https://openalex.org/W6850688"],"abstract_inverted_index":{"We":[0,13,53,70,109],"investigate":[1],"a":[2,8,63,76,96,126],"formalism":[3],"for":[4,98,150],"the":[5,23,31,42,82,144,160],"conditions":[6],"of":[7,11,38,58,78,123,162],"successful":[9],"explanation":[10,24],"AI.":[12],"consider":[14],"\u201csuccess\u201d":[15],"to":[16,48,91,120,132],"depend":[17],"not":[18],"only":[19],"on":[20,28],"what":[21,29],"information":[22,30,85,145],"contains,":[25],"but":[26],"also":[27],"human":[32,83],"explainee":[33],"understands":[34],"from":[35,93,141],"it.":[36],"Theory":[37],"mind":[39],"literature":[40],"discusses":[41],"folk":[43,56,73,121],"concepts":[44,57,74,122],"that":[45,55,65,87,102,112,137,147],"humans":[46,66,88],"use":[47,71],"understand":[49,67],"and":[50,155],"generalize":[51],"behavior.":[52,165],"posit":[54],"behavior":[59,68,105,124],"provide":[60],"us":[61,131],"with":[62,106],"\u201clanguage\u201d":[64],"with.":[69],"these":[72,107],"as":[75],"framework":[77],"social":[79],"attribution":[80],"by":[81],"explainee\u2014the":[84],"constructs":[86,146],"are":[89,148],"likely":[90],"comprehend":[92],"explanations\u2014by":[94],"introducing":[95],"blueprint":[97],"an":[99],"explanatory":[100],"narrative":[101],"explains":[103],"AI":[104,164],"constructs.":[108],"then":[110],"demonstrate":[111],"many":[113],"XAI":[114,153],"methods":[115,140],"today":[116],"can":[117,158],"be":[118],"mapped":[119],"in":[125],"qualitative":[127],"evaluation.":[128],"This":[129],"allows":[130],"uncover":[133],"their":[134],"failure":[135],"modes":[136],"prevent":[138],"current":[139],"explaining":[142],"successfully\u2014i.e.,":[143],"missing":[149],"any":[151],"given":[152],"method,":[154],"whose":[156],"inclusion":[157],"decrease":[159],"likelihood":[161],"misunderstanding":[163]},"counts_by_year":[],"updated_date":"2026-04-27T08:22:11.395708","created_date":"2022-04-03T00:00:00"}