{"id":"https://openalex.org/W4387830505","doi":"https://doi.org/10.1007/978-3-031-44067-0_2","title":"Natural Example-Based Explainability: A Survey","display_name":"Natural Example-Based Explainability: A Survey","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387830505","doi":"https://doi.org/10.1007/978-3-031-44067-0_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-44067-0_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-44067-0_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5008810156","display_name":"Antonin Poch\u00e9","orcid":"https://orcid.org/0009-0000-0930-3313"},"institutions":[{"id":"https://openalex.org/I3018083178","display_name":"Institut de Recherche Technologique SystemX","ror":"https://ror.org/03crmsn52","country_code":"FR","type":"facility","lineage":["https://openalex.org/I3018083178"]},{"id":"https://openalex.org/I4394709072","display_name":"IRT Saint Exup\u00e9ry","ror":"https://ror.org/01qew1n19","country_code":null,"type":"nonprofit","lineage":["https://openalex.org/I4394709072"]},{"id":"https://openalex.org/I4210101176","display_name":"IRT M2P","ror":"https://ror.org/0199zgv94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210101176"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Antonin Poch\u00e9","raw_affiliation_strings":["IRT Saint Exup\u00e9ry, Toulouse, France","IRT SystemX, 2 boulevard Thomas Gobert, 91120, Palaiseau, France","IRT Saint Exup\u00e9ry - Institut de Recherche Technologique (B\u00e2t B612, 3 rue Tarfaya,CS 34436, 31405 Toulouse Cedex 4 (France) - France)","IRT SystemX (Institut de recherche technologique SystemX - 8 Avenue de la Vauve, 91120 Palaiseau - France)"],"affiliations":[{"raw_affiliation_string":"IRT Saint Exup\u00e9ry, Toulouse, France","institution_ids":["https://openalex.org/I4210101176","https://openalex.org/I4394709072"]},{"raw_affiliation_string":"IRT SystemX, 2 boulevard Thomas Gobert, 91120, Palaiseau, France","institution_ids":["https://openalex.org/I3018083178"]},{"raw_affiliation_string":"IRT Saint Exup\u00e9ry - Institut de Recherche Technologique (B\u00e2t B612, 3 rue Tarfaya,CS 34436, 31405 Toulouse Cedex 4 (France) - France)","institution_ids":["https://openalex.org/I4210101176"]},{"raw_affiliation_string":"IRT SystemX (Institut de recherche technologique SystemX - 8 Avenue de la Vauve, 91120 Palaiseau - France)","institution_ids":["https://openalex.org/I3018083178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054090606","display_name":"Lucas Hervier","orcid":"https://orcid.org/0000-0002-6642-467X"},"institutions":[{"id":"https://openalex.org/I4210101176","display_name":"IRT M2P","ror":"https://ror.org/0199zgv94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210101176"]},{"id":"https://openalex.org/I4394709072","display_name":"IRT Saint Exup\u00e9ry","ror":"https://ror.org/01qew1n19","country_code":null,"type":"nonprofit","lineage":["https://openalex.org/I4394709072"]},{"id":"https://openalex.org/I3018083178","display_name":"Institut de Recherche Technologique SystemX","ror":"https://ror.org/03crmsn52","country_code":"FR","type":"facility","lineage":["https://openalex.org/I3018083178"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lucas Hervier","raw_affiliation_strings":["IRT Saint Exup\u00e9ry, Toulouse, France","IRT SystemX, 2 boulevard Thomas Gobert, 91120, Palaiseau, France","IRT Saint Exup\u00e9ry - Institut de Recherche Technologique (B\u00e2t B612, 3 rue Tarfaya,CS 34436, 31405 Toulouse Cedex 4 (France) - France)","IRT SystemX (Institut de recherche technologique SystemX - 8 Avenue de la Vauve, 91120 Palaiseau - France)"],"affiliations":[{"raw_affiliation_string":"IRT Saint Exup\u00e9ry, Toulouse, France","institution_ids":["https://openalex.org/I4210101176","https://openalex.org/I4394709072"]},{"raw_affiliation_string":"IRT SystemX, 2 boulevard Thomas Gobert, 91120, Palaiseau, France","institution_ids":["https://openalex.org/I3018083178"]},{"raw_affiliation_string":"IRT Saint Exup\u00e9ry - Institut de Recherche Technologique (B\u00e2t B612, 3 rue Tarfaya,CS 34436, 31405 Toulouse Cedex 4 (France) - France)","institution_ids":["https://openalex.org/I4210101176"]},{"raw_affiliation_string":"IRT SystemX (Institut de recherche technologique SystemX - 8 Avenue de la Vauve, 91120 Palaiseau - France)","institution_ids":["https://openalex.org/I3018083178"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110576561","display_name":"Mohamed-Chafik Bakkay","orcid":null},"institutions":[{"id":"https://openalex.org/I4394709072","display_name":"IRT Saint Exup\u00e9ry","ror":"https://ror.org/01qew1n19","country_code":null,"type":"nonprofit","lineage":["https://openalex.org/I4394709072"]},{"id":"https://openalex.org/I3018083178","display_name":"Institut de Recherche Technologique SystemX","ror":"https://ror.org/03crmsn52","country_code":"FR","type":"facility","lineage":["https://openalex.org/I3018083178"]},{"id":"https://openalex.org/I4210101176","display_name":"IRT M2P","ror":"https://ror.org/0199zgv94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210101176"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohamed-Chafik Bakkay","raw_affiliation_strings":["IRT Saint Exup\u00e9ry, Toulouse, France","IRT SystemX, 2 boulevard Thomas Gobert, 91120, Palaiseau, France","IRT Saint Exup\u00e9ry - Institut de Recherche Technologique (B\u00e2t B612, 3 rue Tarfaya,CS 34436, 31405 Toulouse Cedex 4 (France) - France)","IRT SystemX (Institut de recherche technologique SystemX - 8 Avenue de la Vauve, 91120 Palaiseau - France)"],"affiliations":[{"raw_affiliation_string":"IRT Saint Exup\u00e9ry, Toulouse, France","institution_ids":["https://openalex.org/I4210101176","https://openalex.org/I4394709072"]},{"raw_affiliation_string":"IRT SystemX, 2 boulevard Thomas Gobert, 91120, Palaiseau, France","institution_ids":["https://openalex.org/I3018083178"]},{"raw_affiliation_string":"IRT Saint Exup\u00e9ry - Institut de Recherche Technologique (B\u00e2t B612, 3 rue Tarfaya,CS 34436, 31405 Toulouse Cedex 4 (France) - France)","institution_ids":["https://openalex.org/I4210101176"]},{"raw_affiliation_string":"IRT SystemX (Institut de recherche technologique SystemX - 8 Avenue de la Vauve, 91120 Palaiseau - France)","institution_ids":["https://openalex.org/I3018083178"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008810156"],"corresponding_institution_ids":["https://openalex.org/I3018083178","https://openalex.org/I4210101176","https://openalex.org/I4394709072"],"apc_list":null,"apc_paid":null,"fwci":10.1315,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.98571127,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"24","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9998999834060669,"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":0.9998999834060669,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9684000015258789,"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":0.9656999707221985,"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/interpretability","display_name":"Interpretability","score":0.746609091758728},{"id":"https://openalex.org/keywords/counterfactual-thinking","display_name":"Counterfactual thinking","score":0.7317373752593994},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7030318379402161},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.6089829206466675},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5590831637382507},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.524587094783783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5012500286102295},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3686271905899048},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17263734340667725},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.08904996514320374}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.746609091758728},{"id":"https://openalex.org/C108650721","wikidata":"https://www.wikidata.org/wiki/Q1783253","display_name":"Counterfactual thinking","level":2,"score":0.7317373752593994},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7030318379402161},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.6089829206466675},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5590831637382507},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.524587094783783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5012500286102295},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3686271905899048},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17263734340667725},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.08904996514320374},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-44067-0_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-44067-0_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7200000286102295,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1525136198","https://openalex.org/W1536344018","https://openalex.org/W1540155273","https://openalex.org/W1554864804","https://openalex.org/W1787224781","https://openalex.org/W1792914513","https://openalex.org/W1902027874","https://openalex.org/W1989898472","https://openalex.org/W1990517717","https://openalex.org/W1997959284","https://openalex.org/W2006458146","https://openalex.org/W2024177249","https://openalex.org/W2049145592","https://openalex.org/W2059975159","https://openalex.org/W2071880722","https://openalex.org/W2075104607","https://openalex.org/W2084701050","https://openalex.org/W2086618114","https://openalex.org/W2088987104","https://openalex.org/W2094837707","https://openalex.org/W2100726628","https://openalex.org/W2126385963","https://openalex.org/W2130695501","https://openalex.org/W2163334428","https://openalex.org/W2737046835","https://openalex.org/W2787894218","https://openalex.org/W2796514099","https://openalex.org/W2796885425","https://openalex.org/W2891503716","https://openalex.org/W2945295328","https://openalex.org/W2954471638","https://openalex.org/W2962858109","https://openalex.org/W2963095307","https://openalex.org/W2964256412","https://openalex.org/W2965674570","https://openalex.org/W2966362896","https://openalex.org/W2981731882","https://openalex.org/W3003420231","https://openalex.org/W3035574324","https://openalex.org/W3085543735","https://openalex.org/W3095444354","https://openalex.org/W3096942073","https://openalex.org/W3097858943","https://openalex.org/W3102272852","https://openalex.org/W3104149808","https://openalex.org/W3127493833","https://openalex.org/W3157946734","https://openalex.org/W3172917901","https://openalex.org/W3173692964","https://openalex.org/W3193042250","https://openalex.org/W3204889936","https://openalex.org/W4213374550","https://openalex.org/W4226108798","https://openalex.org/W4229494842","https://openalex.org/W4231827019","https://openalex.org/W4252540771","https://openalex.org/W4283810737","https://openalex.org/W4292017999","https://openalex.org/W4296899969","https://openalex.org/W4298882835","https://openalex.org/W4307212054","https://openalex.org/W4385698424","https://openalex.org/W4385763726","https://openalex.org/W4386076059","https://openalex.org/W4389453278","https://openalex.org/W6753134527","https://openalex.org/W7063221134"],"related_works":["https://openalex.org/W3201448254","https://openalex.org/W2905433371","https://openalex.org/W4286970243","https://openalex.org/W4390569940","https://openalex.org/W2888392564","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W2066431708","https://openalex.org/W4388422664","https://openalex.org/W2964449086"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}