{"id":"https://openalex.org/W4414809734","doi":"https://doi.org/10.1007/s13235-025-00670-2","title":"The Shapley Value Contribution to Explainable Artificial Intelligence: A Comprehensive Survey","display_name":"The Shapley Value Contribution to Explainable Artificial Intelligence: A Comprehensive Survey","publication_year":2025,"publication_date":"2025-10-04","ids":{"openalex":"https://openalex.org/W4414809734","doi":"https://doi.org/10.1007/s13235-025-00670-2"},"language":"en","primary_location":{"id":"doi:10.1007/s13235-025-00670-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13235-025-00670-2","pdf_url":null,"source":{"id":"https://openalex.org/S2502731256","display_name":"Dynamic Games and Applications","issn_l":"2153-0785","issn":["2153-0785","2153-0793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320186","host_organization_name":"Birkh\u00e4user","host_organization_lineage":["https://openalex.org/P4310320186","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Birkh\u00e4user","Springer Science+Business Media"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Dynamic Games and Applications","raw_type":"journal-article"},"type":"article","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/A5090114258","display_name":"Chi Zhao","orcid":"https://orcid.org/0000-0002-1166-7578"},"institutions":[{"id":"https://openalex.org/I172901346","display_name":"St Petersburg University","ror":"https://ror.org/023znxa73","country_code":"RU","type":"education","lineage":["https://openalex.org/I172901346"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Chi Zhao","raw_affiliation_strings":["Saint Petersburg State University, 7/9 Universitetskaya nab., Saint Petersburg, Russia, 199034"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saint Petersburg State University, 7/9 Universitetskaya nab., Saint Petersburg, Russia, 199034","institution_ids":["https://openalex.org/I172901346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100394566","display_name":"Jing Liu","orcid":"https://orcid.org/0000-0001-7584-7685"},"institutions":[{"id":"https://openalex.org/I172901346","display_name":"St Petersburg University","ror":"https://ror.org/023znxa73","country_code":"RU","type":"education","lineage":["https://openalex.org/I172901346"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Jing Liu","raw_affiliation_strings":["Saint Petersburg State University, 7/9 Universitetskaya nab., Saint Petersburg, Russia, 199034"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saint Petersburg State University, 7/9 Universitetskaya nab., Saint Petersburg, Russia, 199034","institution_ids":["https://openalex.org/I172901346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051482194","display_name":"Elena Parilina","orcid":"https://orcid.org/0000-0003-3976-7180"},"institutions":[{"id":"https://openalex.org/I172901346","display_name":"St Petersburg University","ror":"https://ror.org/023znxa73","country_code":"RU","type":"education","lineage":["https://openalex.org/I172901346"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Elena Parilina","raw_affiliation_strings":["Saint Petersburg State University, 7/9 Universitetskaya nab., Saint Petersburg, Russia, 199034"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saint Petersburg State University, 7/9 Universitetskaya nab., Saint Petersburg, Russia, 199034","institution_ids":["https://openalex.org/I172901346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5051482194"],"corresponding_institution_ids":["https://openalex.org/I172901346"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":4.498,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.94531578,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"16","issue":"3","first_page":"1013","last_page":"1050"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9994000196456909,"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":0.9994000196456909,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.968999981880188,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9402999877929688,"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/shapley-value","display_name":"Shapley value","score":0.8847000002861023},{"id":"https://openalex.org/keywords/stochastic-game","display_name":"Stochastic game","score":0.5924999713897705},{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.5281000137329102},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5164999961853027},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4318999946117401},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.38659998774528503},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.3702000081539154}],"concepts":[{"id":"https://openalex.org/C199022921","wikidata":"https://www.wikidata.org/wiki/Q240046","display_name":"Shapley value","level":3,"score":0.8847000002861023},{"id":"https://openalex.org/C22171661","wikidata":"https://www.wikidata.org/wiki/Q1074380","display_name":"Stochastic game","level":2,"score":0.5924999713897705},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5767999887466431},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.5281000137329102},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5164999961853027},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4318999946117401},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4255000054836273},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.38659998774528503},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.3702000081539154},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.36250001192092896},{"id":"https://openalex.org/C21308566","wikidata":"https://www.wikidata.org/wiki/Q7169365","display_name":"Permutation (music)","level":2,"score":0.36079999804496765},{"id":"https://openalex.org/C2776800370","wikidata":"https://www.wikidata.org/wiki/Q5172864","display_name":"Correlative","level":2,"score":0.34880000352859497},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.33160001039505005},{"id":"https://openalex.org/C2781416736","wikidata":"https://www.wikidata.org/wiki/Q105354050","display_name":"Cooperative game theory","level":3,"score":0.328000009059906},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3231000006198883},{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.32190001010894775},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.29420000314712524},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.2770000100135803},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2689000070095062},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.262800008058548},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.2606000006198883},{"id":"https://openalex.org/C2778744346","wikidata":"https://www.wikidata.org/wiki/Q1152224","display_name":"Distinctive feature","level":2,"score":0.25609999895095825},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25429999828338623}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13235-025-00670-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13235-025-00670-2","pdf_url":null,"source":{"id":"https://openalex.org/S2502731256","display_name":"Dynamic Games and Applications","issn_l":"2153-0785","issn":["2153-0785","2153-0793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320186","host_organization_name":"Birkh\u00e4user","host_organization_lineage":["https://openalex.org/P4310320186","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Birkh\u00e4user","Springer Science+Business Media"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Dynamic Games and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1986760892","https://openalex.org/W2070588909","https://openalex.org/W2073231946","https://openalex.org/W2102636708","https://openalex.org/W2106626784","https://openalex.org/W2129888542","https://openalex.org/W2282821441","https://openalex.org/W2487898712","https://openalex.org/W2510508396","https://openalex.org/W2522747841","https://openalex.org/W2582336686","https://openalex.org/W2911964244","https://openalex.org/W2916522870","https://openalex.org/W2965109930","https://openalex.org/W2981207549","https://openalex.org/W2981731882","https://openalex.org/W3110091475","https://openalex.org/W3199074910","https://openalex.org/W3200824799","https://openalex.org/W3209993462","https://openalex.org/W3215284968","https://openalex.org/W3217538153","https://openalex.org/W4206828290","https://openalex.org/W4210659135","https://openalex.org/W4223594669","https://openalex.org/W4224997159","https://openalex.org/W4225322449","https://openalex.org/W4281655545","https://openalex.org/W4313402958","https://openalex.org/W4379197104","https://openalex.org/W4408258999","https://openalex.org/W4413847578"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
