{"title":"Towards an Approach for Analyzing Dynamic Aspects of Bias and Beyond-Accuracy Measures","authors":"J. Neidhardt, Mete Sertkan","doi":"10.1007/978-3-031-09316-6_4","DOIUrl":"https://doi.org/10.1007/978-3-031-09316-6_4","url":null,"abstract":"","PeriodicalId":165601,"journal":{"name":"International Workshop on Algorithmic Bias in Search and Recommendation","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125156750","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Bootless Application of Greedy Re-ranking Algorithms in Fair Neural Team Formation","authors":"Hamed Loghmani, Hossein Fani","doi":"10.1007/978-3-031-37249-0_9","DOIUrl":"https://doi.org/10.1007/978-3-031-37249-0_9","url":null,"abstract":"","PeriodicalId":165601,"journal":{"name":"International Workshop on Algorithmic Bias in Search and Recommendation","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122208557","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Chenyu Jiang, Bowen Wu, Sanghamitra Dutta, P. Grover
{"title":"An Information-Theoretic Measure for Enabling Category Exemptions with an Application to Filter Bubbles","authors":"Chenyu Jiang, Bowen Wu, Sanghamitra Dutta, P. Grover","doi":"10.1007/978-3-030-78818-6_11","DOIUrl":"https://doi.org/10.1007/978-3-030-78818-6_11","url":null,"abstract":"","PeriodicalId":165601,"journal":{"name":"International Workshop on Algorithmic Bias in Search and Recommendation","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122337847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"What Are We Missing in Algorithmic Fairness? Discussing Open Challenges for Fairness Analysis in User Profiling with Graph Neural Networks","authors":"Erasmo Purificato, E. W. D. Luca","doi":"10.1007/978-3-031-37249-0_14","DOIUrl":"https://doi.org/10.1007/978-3-031-37249-0_14","url":null,"abstract":"","PeriodicalId":165601,"journal":{"name":"International Workshop on Algorithmic Bias in Search and Recommendation","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128479061","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Giordano d'Aloisio, G. Stilo, A. Marco, Andrea D'Angelo
{"title":"Enhancing Fairness in Classification Tasks with Multiple Variables: A Data- and Model-Agnostic Approach","authors":"Giordano d'Aloisio, G. Stilo, A. Marco, Andrea D'Angelo","doi":"10.1007/978-3-031-09316-6_11","DOIUrl":"https://doi.org/10.1007/978-3-031-09316-6_11","url":null,"abstract":"","PeriodicalId":165601,"journal":{"name":"International Workshop on Algorithmic Bias in Search and Recommendation","volume":"79 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130766749","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}