{"id":"https://openalex.org/W4390474616","doi":"https://doi.org/10.1007/978-3-031-44721-1_52","title":"How Explainable Is Explainability? Towards Better Metrics for Explainable AI","display_name":"How Explainable Is Explainability? Towards Better Metrics for Explainable AI","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390474616","doi":"https://doi.org/10.1007/978-3-031-44721-1_52"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-44721-1_52","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-44721-1_52","pdf_url":null,"source":{"id":"https://openalex.org/S4210188945","display_name":"Springer proceedings in complexity","issn_l":"2213-8684","issn":["2213-8684","2213-8692"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Springer Proceedings in Complexity","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/A5047739580","display_name":"Aleksandra Pawlicka","orcid":"https://orcid.org/0000-0003-4380-014X"},"institutions":[{"id":"https://openalex.org/I4210118437","display_name":"Instytut Technik Telekomunikacyjnych i Informatycznych (Poland)","ror":"https://ror.org/02r65gs06","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210118437"]},{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Aleksandra Pawlicka","raw_affiliation_strings":["ITTI, Pozna\u0144, Poland","University of Warsaw, Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"ITTI, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I4210118437"]},{"raw_affiliation_string":"University of Warsaw, Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088536972","display_name":"Marek Pawlicki","orcid":"https://orcid.org/0000-0001-5881-6406"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I4210118437","display_name":"Instytut Technik Telekomunikacyjnych i Informatycznych (Poland)","ror":"https://ror.org/02r65gs06","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210118437"]},{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marek Pawlicki","raw_affiliation_strings":["Bydgoszcz University of Science and Technology, Bydgoszcz, Poland","ITTI, Pozna\u0144, Poland"],"affiliations":[{"raw_affiliation_string":"Bydgoszcz University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I1300393620","https://openalex.org/I686019"]},{"raw_affiliation_string":"ITTI, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I4210118437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042632349","display_name":"Rafa\u0142 Kozik","orcid":"https://orcid.org/0000-0001-7122-3306"},"institutions":[{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I4210118437","display_name":"Instytut Technik Telekomunikacyjnych i Informatycznych (Poland)","ror":"https://ror.org/02r65gs06","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210118437"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Rafa\u0142 Kozik","raw_affiliation_strings":["Bydgoszcz University of Science and Technology, Bydgoszcz, Poland","ITTI, Pozna\u0144, Poland"],"affiliations":[{"raw_affiliation_string":"Bydgoszcz University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I1300393620","https://openalex.org/I686019"]},{"raw_affiliation_string":"ITTI, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I4210118437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114114459","display_name":"W. Kurek","orcid":null},"institutions":[{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I4210118437","display_name":"Instytut Technik Telekomunikacyjnych i Informatycznych (Poland)","ror":"https://ror.org/02r65gs06","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210118437"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Wiktor Kurek","raw_affiliation_strings":["Bydgoszcz University of Science and Technology, Bydgoszcz, Poland","ITTI, Pozna\u0144, Poland"],"affiliations":[{"raw_affiliation_string":"Bydgoszcz University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I1300393620","https://openalex.org/I686019"]},{"raw_affiliation_string":"ITTI, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I4210118437"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009283476","display_name":"Micha\u0142 Chora\u015b","orcid":"https://orcid.org/0000-0003-1405-9911"},"institutions":[{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I4210118437","display_name":"Instytut Technik Telekomunikacyjnych i Informatycznych (Poland)","ror":"https://ror.org/02r65gs06","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210118437"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Micha\u0142 Chora\u015b","raw_affiliation_strings":["Bydgoszcz University of Science and Technology, Bydgoszcz, Poland","ITTI, Pozna\u0144, Poland"],"affiliations":[{"raw_affiliation_string":"Bydgoszcz University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I1300393620","https://openalex.org/I686019"]},{"raw_affiliation_string":"ITTI, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I4210118437"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5009283476"],"corresponding_institution_ids":["https://openalex.org/I1300393620","https://openalex.org/I4210118437","https://openalex.org/I686019"],"apc_list":null,"apc_paid":null,"fwci":7.2181,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.97216573,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"685","last_page":"695"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9697999954223633,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9614999890327454,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.8171723484992981},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6707831025123596},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.45550158619880676},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.4496838450431824},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4479469954967499},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37431955337524414},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3695630133152008},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.35397303104400635},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3524285554885864},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11622247099876404},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.10710296034812927},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10332649946212769},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08344322443008423}],"concepts":[{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.8171723484992981},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6707831025123596},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.45550158619880676},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.4496838450431824},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4479469954967499},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37431955337524414},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3695630133152008},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.35397303104400635},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3524285554885864},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11622247099876404},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.10710296034812927},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10332649946212769},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08344322443008423},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-44721-1_52","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-44721-1_52","pdf_url":null,"source":{"id":"https://openalex.org/S4210188945","display_name":"Springer proceedings in complexity","issn_l":"2213-8684","issn":["2213-8684","2213-8692"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Springer Proceedings in Complexity","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2539402368","https://openalex.org/W2763172566","https://openalex.org/W2891503716","https://openalex.org/W2904105652","https://openalex.org/W2981731882","https://openalex.org/W3046238651","https://openalex.org/W3080190064","https://openalex.org/W3090540360","https://openalex.org/W3122821379","https://openalex.org/W3133543405","https://openalex.org/W3133894893","https://openalex.org/W3190805652","https://openalex.org/W3197347140","https://openalex.org/W3202667643","https://openalex.org/W4200211660","https://openalex.org/W4220970489","https://openalex.org/W4226108798","https://openalex.org/W4280566055","https://openalex.org/W4292289324","https://openalex.org/W4293690002","https://openalex.org/W4295854586","https://openalex.org/W4296467532","https://openalex.org/W4304097640","https://openalex.org/W4304757966","https://openalex.org/W4307572272","https://openalex.org/W4312616793","https://openalex.org/W4312748717","https://openalex.org/W4313208368","https://openalex.org/W4313892451","https://openalex.org/W4319586530","https://openalex.org/W4321786089","https://openalex.org/W4324283884"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4388258507","https://openalex.org/W4382930947","https://openalex.org/W2392013855","https://openalex.org/W3081288631","https://openalex.org/W3152382318","https://openalex.org/W3004686567","https://openalex.org/W2738656338","https://openalex.org/W2603787370","https://openalex.org/W2555400967"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4}],"updated_date":"2026-01-22T23:29:09.771500","created_date":"2025-10-10T00:00:00"}
