{"id":"https://openalex.org/W4384644429","doi":"https://doi.org/10.1145/3539618.3591814","title":"FairUP: A Framework for Fairness Analysis of Graph Neural Network-Based User Profiling Models","display_name":"FairUP: A Framework for Fairness Analysis of Graph Neural Network-Based User Profiling Models","publication_year":2023,"publication_date":"2023-07-18","ids":{"openalex":"https://openalex.org/W4384644429","doi":"https://doi.org/10.1145/3539618.3591814"},"language":"en","primary_location":{"id":"doi:10.1145/3539618.3591814","doi":"https://doi.org/10.1145/3539618.3591814","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3539618.3591814","pdf_url":null,"source":{"id":"https://openalex.org/S4363608773","display_name":"International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)","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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3539618.3591814","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103273590","display_name":"Mohamed Abdelrazek","orcid":"https://orcid.org/0009-0005-9196-4490","observed_orcids":["https://orcid.org/0009-0005-9196-4490"]},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]},{"id":"https://openalex.org/I4210107033","display_name":"Leibniz Institute for Educational Media | Georg Eckert Institute","ror":"https://ror.org/01hnv8x68","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210107033"]},{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE","IT"],"is_corresponding":false,"raw_author_name":"Mohamed Abdelrazek","raw_affiliation_strings":["Otto von Guericke University Magdeburg, Magdeburg, Germany","Department of Mathematics and Computer Science, University of Cagliari Cagliari, Italy","Leibniz Institute for Educational Media | Georg Eckert Institute Brunswick, Germany"],"raw_orcid":"https://orcid.org/0009-0005-9196-4490","affiliations":[{"raw_affiliation_string":"Otto von Guericke University Magdeburg, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]},{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Cagliari Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]},{"raw_affiliation_string":"Leibniz Institute for Educational Media | Georg Eckert Institute Brunswick, Germany","institution_ids":["https://openalex.org/I4210107033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035879496","display_name":"Erasmo Purificato","orcid":"https://orcid.org/0000-0002-5506-3020","observed_orcids":["https://orcid.org/0000-0002-5506-3020"]},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]},{"id":"https://openalex.org/I4210107033","display_name":"Leibniz Institute for Educational Media | Georg Eckert Institute","ror":"https://ror.org/01hnv8x68","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210107033"]},{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE","IT"],"is_corresponding":false,"raw_author_name":"Erasmo Purificato","raw_affiliation_strings":["Otto von Guericke University Magdeburg &amp; Leibniz Institute for Educational Media | Georg Eckert Institute, Magdeburg, Germany","Department of Mathematics and Computer Science, University of Cagliari Cagliari, Italy","Otto von Guericke University Magdeburg Magdeburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5506-3020","affiliations":[{"raw_affiliation_string":"Otto von Guericke University Magdeburg &amp; Leibniz Institute for Educational Media | Georg Eckert Institute, Magdeburg, Germany","institution_ids":["https://openalex.org/I4210107033","https://openalex.org/I95793202"]},{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Cagliari Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]},{"raw_affiliation_string":"Otto von Guericke University Magdeburg Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008065624","display_name":"Ludovico Boratto","orcid":"https://orcid.org/0000-0002-6053-3015","observed_orcids":["https://orcid.org/0000-0002-6053-3015"]},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]},{"id":"https://openalex.org/I4210107033","display_name":"Leibniz Institute for Educational Media | Georg Eckert Institute","ror":"https://ror.org/01hnv8x68","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210107033"]},{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE","IT"],"is_corresponding":false,"raw_author_name":"Ludovico Boratto","raw_affiliation_strings":["University of Cagliari, Cagliari, Italy","Department of Mathematics and Computer Science, University of Cagliari Cagliari, Italy","Leibniz Institute for Educational Media | Georg Eckert Institute Brunswick, Germany","Otto von Guericke University Magdeburg Magdeburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6053-3015","affiliations":[{"raw_affiliation_string":"University of Cagliari, Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]},{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Cagliari Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]},{"raw_affiliation_string":"Leibniz Institute for Educational Media | Georg Eckert Institute Brunswick, Germany","institution_ids":["https://openalex.org/I4210107033"]},{"raw_affiliation_string":"Otto von Guericke University Magdeburg Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048751530","display_name":"Ernesto William De Luca","orcid":"https://orcid.org/0000-0003-3621-4118","observed_orcids":["https://orcid.org/0000-0003-3621-4118"]},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]},{"id":"https://openalex.org/I4210107033","display_name":"Leibniz Institute for Educational Media | Georg Eckert Institute","ror":"https://ror.org/01hnv8x68","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210107033"]},{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE","IT"],"is_corresponding":false,"raw_author_name":"Ernesto William De Luca","raw_affiliation_strings":["Otto von Guericke University Magdeburg &amp; Leibniz Institute for Educational Media | Georg Eckert Institute, Magdeburg, Germany","Department of Mathematics and Computer Science, University of Cagliari Cagliari, Italy","Otto von Guericke University Magdeburg Magdeburg, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3621-4118","affiliations":[{"raw_affiliation_string":"Otto von Guericke University Magdeburg &amp; Leibniz Institute for Educational Media | Georg Eckert Institute, Magdeburg, Germany","institution_ids":["https://openalex.org/I4210107033","https://openalex.org/I95793202"]},{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Cagliari Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]},{"raw_affiliation_string":"Otto von Guericke University Magdeburg Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9906,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.92715808,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3165","last_page":"3169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.8291000127792358,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.8291000127792358,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.12129999697208405,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.007899999618530273,"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/algorithmic-fairness","display_name":"algorithmic fairness","score":0.8730000257492065},{"id":"https://openalex.org/keywords/graph-neural-networks","display_name":"graph neural networks","score":0.902999997138977},{"id":"https://openalex.org/keywords/user-profiling","display_name":"user profiling","score":0.9980000257492065},{"id":"https://openalex.org/keywords/fairness-evaluation","display_name":"fairness evaluation","score":0.671999990940094},{"id":"https://openalex.org/keywords/bias-mitigation","display_name":"bias mitigation","score":0.7329999804496765},{"id":"https://openalex.org/keywords/benchmarking","display_name":"benchmarking","score":0.7260000109672546},{"id":"https://openalex.org/keywords/recommender-systems","display_name":"recommender systems","score":0.6549999713897705}],"concepts":[{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.798339307308197},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7428383827209473},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.459972620010376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.283471941947937},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1107841432094574}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3539618.3591814","doi":"https://doi.org/10.1145/3539618.3591814","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3539618.3591814","pdf_url":null,"source":{"id":"https://openalex.org/S4363608773","display_name":"International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)","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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unica.it:11584/390356","doi":null,"is_oa":true,"landing_page_url":"https://dl.acm.org/doi/10.1145/3539618.3591814","pdf_url":"https://iris.unica.it/bitstream/11584/390356/2/3539618.3591814.pdf","source":{"id":"https://openalex.org/S4377196293","display_name":"UNICA IRIS Institutional Research Information System (University of Cagliari)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I172446870","host_organization_name":"University of Cagliari","host_organization_lineage":["https://openalex.org/I172446870"],"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":null,"raw_type":"info:eu-repo/semantics/conferencePaper"},{"id":"pmh:oai:figshare.com:article/25254520","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/FairUP_A_Framework_for_Fairness_Analysis_of_Graph_Neural_Network-Based_User_Profiling_Models/25254520","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"}],"best_oa_location":{"id":"doi:10.1145/3539618.3591814","doi":"https://doi.org/10.1145/3539618.3591814","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3539618.3591814","pdf_url":null,"source":{"id":"https://openalex.org/S4363608773","display_name":"International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)","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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.4000000059604645,"display_name":"Reduced inequalities"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W584462734","https://openalex.org/W2014352947","https://openalex.org/W2100960835","https://openalex.org/W2599025709","https://openalex.org/W2798294275","https://openalex.org/W2809878087","https://openalex.org/W2906877346","https://openalex.org/W2950723285","https://openalex.org/W2954100110","https://openalex.org/W2962946486","https://openalex.org/W2964965220","https://openalex.org/W2965857891","https://openalex.org/W2975827734","https://openalex.org/W2976552083","https://openalex.org/W3011667710","https://openalex.org/W3031886967","https://openalex.org/W3084640753","https://openalex.org/W3087257704","https://openalex.org/W3101206394","https://openalex.org/W3117178429","https://openalex.org/W3171764584","https://openalex.org/W3192448376","https://openalex.org/W3207929648","https://openalex.org/W4230316285","https://openalex.org/W4282835773","https://openalex.org/W4285613665","https://openalex.org/W4306316860"],"related_works":["https://openalex.org/W4306316860","https://openalex.org/W6996091177","https://openalex.org/W4384303213","https://openalex.org/W4283783556","https://openalex.org/W4381163857","https://openalex.org/W4392131519","https://openalex.org/W4400734818","https://openalex.org/W4387847130","https://openalex.org/W4411279391","https://openalex.org/W3171764584"],"abstract_inverted_index":{"FairUP:":[0],"A":[1],"Framework":[2],"for":[3],"Fairness":[4],"Analysis":[5],"of":[6],"Graph":[7],"Neural":[8],"Network-Based":[9],"User":[10],"Profiling":[11],"Models":[12]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-01T11:40:01.658920","created_date":"2023-07-19T00:00:00"}
