{"id":"https://openalex.org/W4283313256","doi":"https://doi.org/10.24963/ijcai.2022/90","title":"Axiomatic Foundations of Explainability","display_name":"Axiomatic Foundations of Explainability","publication_year":2022,"publication_date":"2022-07-01","ids":{"openalex":"https://openalex.org/W4283313256","doi":"https://doi.org/10.24963/ijcai.2022/90"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2022/90","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2022/90","pdf_url":"https://www.ijcai.org/proceedings/2022/0090.pdf","source":{"id":"https://openalex.org/S4363608755","display_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.ijcai.org/proceedings/2022/0090.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028701575","display_name":"Le\u00efla Amgoud","orcid":"https://orcid.org/0000-0002-1838-4271"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Leila Amgoud","raw_affiliation_strings":["CNRS, IRIT","CNRS -IRIT, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, IRIT","institution_ids":["https://openalex.org/I4210119061"]},{"raw_affiliation_string":"CNRS -IRIT, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210119061"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014300518","display_name":"Jonathan Ben-Naim","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jonathan Ben-Naim","raw_affiliation_strings":["CNRS, IRIT","CNRS -IRIT, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, IRIT","institution_ids":["https://openalex.org/I4210119061"]},{"raw_affiliation_string":"CNRS -IRIT, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210119061"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"636","last_page":"642"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9997000098228455,"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":0.9997000098228455,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9966999888420105,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9861999750137329,"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/axiom","display_name":"Axiom","score":0.9075233936309814},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.647175669670105},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.499798059463501},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.47637030482292175},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.458754301071167},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.44930556416511536},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3852888345718384},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3754003047943115},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.2674182653427124},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.13548442721366882},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.09675994515419006}],"concepts":[{"id":"https://openalex.org/C167729594","wikidata":"https://www.wikidata.org/wiki/Q17736","display_name":"Axiom","level":2,"score":0.9075233936309814},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.647175669670105},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.499798059463501},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.47637030482292175},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.458754301071167},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.44930556416511536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3852888345718384},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3754003047943115},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.2674182653427124},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.13548442721366882},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09675994515419006},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.24963/ijcai.2022/90","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2022/90","pdf_url":"https://www.ijcai.org/proceedings/2022/0090.pdf","source":{"id":"https://openalex.org/S4363608755","display_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03702681v1","is_oa":true,"landing_page_url":"https://laas.hal.science/hal-03702681","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://ijcai-22.org/","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2022/90","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2022/90","pdf_url":"https://www.ijcai.org/proceedings/2022/0090.pdf","source":{"id":"https://openalex.org/S4363608755","display_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1938070154","display_name":"Artificial and Natural Intelligence Toulouse Institute","funder_award_id":"ANR-19-P3IA-0004","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G4553129391","display_name":null,"funder_award_id":"ANR-3IA","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283313256.pdf","grobid_xml":"https://content.openalex.org/works/W4283313256.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W2516809705","https://openalex.org/W2786715987","https://openalex.org/W2788403449","https://openalex.org/W2789160704","https://openalex.org/W2799653600","https://openalex.org/W2907518856","https://openalex.org/W2953796333","https://openalex.org/W2959183379","https://openalex.org/W2962772482","https://openalex.org/W2962936809","https://openalex.org/W2963095307","https://openalex.org/W2970621010","https://openalex.org/W3040887543","https://openalex.org/W3080169062","https://openalex.org/W3088524966","https://openalex.org/W3090471081","https://openalex.org/W3165170027","https://openalex.org/W3177471157","https://openalex.org/W4286693829","https://openalex.org/W4286883065","https://openalex.org/W4288642104","https://openalex.org/W4293507378","https://openalex.org/W4295297725","https://openalex.org/W6773902624","https://openalex.org/W6792114244","https://openalex.org/W6800749434"],"related_works":["https://openalex.org/W2753083100","https://openalex.org/W3198799031","https://openalex.org/W2090831035","https://openalex.org/W1584952351","https://openalex.org/W2081948323","https://openalex.org/W2927058411","https://openalex.org/W3005084276","https://openalex.org/W2156879229","https://openalex.org/W2803105815","https://openalex.org/W3124251996"],"abstract_inverted_index":{"Improving":[0],"trust":[1],"in":[2,39],"decisions":[3,61],"made":[4],"by":[5,25,79],"classification":[6],"models":[7],"is":[8,24,71,171],"becoming":[9],"crucial":[10],"for":[11,28,43],"the":[12,29,32,40,74,104,119,132,136,145,164,184],"acceptance":[13],"of":[14,21,31,63,76,101,107,112,139,150,157,163,174,183,193],"automated":[15],"systems,":[16],"and":[17,153,195],"an":[18,191],"important":[19],"way":[20],"doing":[22],"that":[23,44,57,103,114,124,176],"providing":[26],"explanations":[27,178],"behaviour":[30],"models.":[33],"Different":[34],"explainers":[35,56,78,113,149,160,175],"have":[36],"been":[37],"proposed":[38],"recent":[41],"literature":[42],"purpose,":[45],"however":[46],"their":[47],"formal":[48],"properties":[49,85],"are":[50,67,91],"under-studied.":[51],"This":[52,128,187],"paper":[53,146],"investigates":[54],"theoretically":[55],"provide":[58],"reasons":[59,117],"behind":[60],"independently":[62],"instances.":[64],"Its":[65],"contributions":[66],"fourfold.":[68],"The":[69,97,168],"first":[70,105],"to":[72,94],"lay":[73],"foundations":[75],"such":[77],"proposing":[80],"key":[81],"axioms,":[82],"i.e.,":[83],"desirable":[84],"they":[86],"would":[87],"satisfy.":[88],"Two":[89],"axioms":[90,108,133,199],"incompatible":[92],"leading":[93],"two":[95,137],"subsets.":[96],"second":[98,120],"contribution":[99,170],"consists":[100],"demonstrating":[102],"subset":[106],"characterizes":[109,121,155],"a":[110,122,142,172],"family":[111,123,173],"return":[115],"sufficient":[116],"while":[118],"provides":[125],"necessary":[126],"reasons.":[127,140],"sheds":[129],"light":[130],"on":[131],"which":[134,202],"distinguish":[135],"types":[138],"As":[141],"third":[143],"contribution,":[144],"introduces":[147],"various":[148],"both":[151],"families,":[152],"fully":[154],"some":[156,198],"them.":[158],"Those":[159],"make":[161],"use":[162],"whole":[165],"feature":[166,185],"space.":[167],"fourth":[169],"generate":[177],"from":[179],"finite":[180],"datasets":[181],"(subsets":[182],"space).":[186],"family,":[188],"seen":[189],"as":[190],"abstraction":[192],"Anchors":[194],"LIME,":[196],"violates":[197],"including":[200],"one":[201],"prevents":[203],"incorrect":[204],"explanations.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":14}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}