{"id":"https://openalex.org/W4285043475","doi":"https://doi.org/10.1007/s11257-022-09334-x","title":"A bias detection tree approach for detecting disparities in a recommendation model\u2019s errors","display_name":"A bias detection tree approach for detecting disparities in a recommendation model\u2019s errors","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4285043475","doi":"https://doi.org/10.1007/s11257-022-09334-x"},"language":"en","primary_location":{"id":"doi:10.1007/s11257-022-09334-x","doi":"https://doi.org/10.1007/s11257-022-09334-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11257-022-09334-x","pdf_url":null,"source":{"id":"https://openalex.org/S160628929","display_name":"User Modeling and User-Adapted Interaction","issn_l":"0924-1868","issn":["0924-1868","1573-1391"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-b","cwts-core","dongbi-b","jufo-3","norway-2","poland-200","russia-white-list-1","vabb-shw"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"User Modeling and User-Adapted Interaction","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ruj.uj.edu.pl/xmlui/handle/item/309145","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044295270","display_name":"Joanna Misztal-Radecka","orcid":"https://orcid.org/0000-0002-2959-4004","observed_orcids":["https://orcid.org/0000-0002-2959-4004"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Joanna Misztal-Radecka","raw_affiliation_strings":["Ringier Axel Springer Polska, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-2959-4004","affiliations":[{"raw_affiliation_string":"Ringier Axel Springer Polska, Warsaw, Poland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076074691","display_name":"Bipin Indurkhya","orcid":"https://orcid.org/0000-0002-3798-9209","observed_orcids":["https://orcid.org/0000-0002-3798-9209"]},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Bipin Indurkhya","raw_affiliation_strings":["Jagiellonian University, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jagiellonian University, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I126596746"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5044295270","https://openalex.org/A5076074691"],"corresponding_institution_ids":["https://openalex.org/I126596746"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":0.5231,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.70518819,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"33","issue":"1","first_page":"43","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.5737000107765198,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.5737000107765198,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.42160001397132874,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.00039999998989515007,"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/bias-detection","display_name":"bias detection","score":0.6430000066757202},{"id":"https://openalex.org/keywords/recommender-systems","display_name":"recommender systems","score":0.8289999961853027},{"id":"https://openalex.org/keywords/algorithmic-fairness","display_name":"algorithmic fairness","score":0.8790000081062317},{"id":"https://openalex.org/keywords/protected-characteristics","display_name":"protected characteristics","score":0.492000013589859},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"collaborative filtering","score":0.6830000281333923},{"id":"https://openalex.org/keywords/disparate-treatment","display_name":"disparate treatment","score":0.41499999165534973}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4757796823978424},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.34886717796325684},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3400841951370239},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32135725021362305},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23995617032051086}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11257-022-09334-x","doi":"https://doi.org/10.1007/s11257-022-09334-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11257-022-09334-x","pdf_url":null,"source":{"id":"https://openalex.org/S160628929","display_name":"User Modeling and User-Adapted Interaction","issn_l":"0924-1868","issn":["0924-1868","1573-1391"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-b","cwts-core","dongbi-b","jufo-3","norway-2","poland-200","russia-white-list-1","vabb-shw"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"User Modeling and User-Adapted Interaction","raw_type":"journal-article"},{"id":"pmh:oai:ruj.uj.edu.pl:item/309145","doi":null,"is_oa":true,"landing_page_url":"https://ruj.uj.edu.pl/xmlui/handle/item/309145","pdf_url":null,"source":{"id":"https://openalex.org/S4306400316","display_name":"Homo Politicus (Academy of Humanities and Economics in Lodz)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"artyku\u0142 w czasopi\u015bmie"}],"best_oa_location":{"id":"pmh:oai:ruj.uj.edu.pl:item/309145","doi":null,"is_oa":true,"landing_page_url":"https://ruj.uj.edu.pl/xmlui/handle/item/309145","pdf_url":null,"source":{"id":"https://openalex.org/S4306400316","display_name":"Homo Politicus (Academy of Humanities and Economics in Lodz)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"artyku\u0142 w czasopi\u015bmie"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7578999996185303}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322733","display_name":"Ministerstwo Edukacji i Nauki","ror":"https://ror.org/05dwvd537"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W67269453","https://openalex.org/W1500664688","https://openalex.org/W1902027874","https://openalex.org/W1974196922","https://openalex.org/W2003042924","https://openalex.org/W2040825624","https://openalex.org/W2048489440","https://openalex.org/W2054141820","https://openalex.org/W2100235918","https://openalex.org/W2136944193","https://openalex.org/W2219888463","https://openalex.org/W2563852449","https://openalex.org/W2604244242","https://openalex.org/W2704480242","https://openalex.org/W2748058847","https://openalex.org/W2786715987","https://openalex.org/W2798435682","https://openalex.org/W2804585190","https://openalex.org/W2804927761","https://openalex.org/W2810605538","https://openalex.org/W2899339442","https://openalex.org/W2908054697","https://openalex.org/W2920187767","https://openalex.org/W2926898503","https://openalex.org/W2934079379","https://openalex.org/W2945976633","https://openalex.org/W2946445212","https://openalex.org/W2972553206","https://openalex.org/W2972801466","https://openalex.org/W2997538502","https://openalex.org/W3034161109","https://openalex.org/W3047010778","https://openalex.org/W3092103025","https://openalex.org/W3097679710","https://openalex.org/W3134893036","https://openalex.org/W3153182568","https://openalex.org/W3172253407","https://openalex.org/W3174481439","https://openalex.org/W3201301670","https://openalex.org/W4248231682","https://openalex.org/W6600175266","https://openalex.org/W6600862597","https://openalex.org/W6824029754"],"related_works":["https://openalex.org/W3174481439","https://openalex.org/W3126854025","https://openalex.org/W2932004331","https://openalex.org/W2966266463","https://openalex.org/W4386729347","https://openalex.org/W4411143723","https://openalex.org/W2899339442","https://openalex.org/W7221083412","https://openalex.org/W7154592855","https://openalex.org/W2890976914"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-07-13T00:00:00"}
