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International Workshop on Algorithmic Bias in Search and Recommendation最新文献

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Towards Fairness-Aware Ranking by Defining Latent Groups Using Inferred Features 利用推断特征定义潜在群体实现公平意识排序
International Workshop on Algorithmic Bias in Search and Recommendation Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-78818-6_1
Yunhe Feng, Daniel Saelid, Ke Li, Ruoyuan Gao, C. Shah
{"title":"Towards Fairness-Aware Ranking by Defining Latent Groups Using Inferred Features","authors":"Yunhe Feng, Daniel Saelid, Ke Li, Ruoyuan Gao, C. Shah","doi":"10.1007/978-3-030-78818-6_1","DOIUrl":"https://doi.org/10.1007/978-3-030-78818-6_1","url":null,"abstract":"","PeriodicalId":165601,"journal":{"name":"International Workshop on Algorithmic Bias in Search and Recommendation","volume":"8 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":"123361962","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}
引用次数: 2
The Impact of Recommender System and Users' Behaviour on Choices' Distribution and Quality 推荐系统和用户行为对选择分布和质量的影响
International Workshop on Algorithmic Bias in Search and Recommendation Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-09316-6_2
Naieme Hazrati, Francesco Ricci
{"title":"The Impact of Recommender System and Users' Behaviour on Choices' Distribution and Quality","authors":"Naieme Hazrati, Francesco Ricci","doi":"10.1007/978-3-031-09316-6_2","DOIUrl":"https://doi.org/10.1007/978-3-031-09316-6_2","url":null,"abstract":"","PeriodicalId":165601,"journal":{"name":"International Workshop on Algorithmic Bias in Search and Recommendation","volume":"32 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":"127046306","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}
引用次数: 1
A Crowdsourcing Methodology to Measure Algorithmic Bias in Black-Box Systems: A Case Study with COVID-Related Searches 黑箱系统中测量算法偏差的众包方法:以covid相关搜索为例
International Workshop on Algorithmic Bias in Search and Recommendation Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-09316-6_5
Binh Le, Damiano Spina, Falk Scholer, Hui Chia
{"title":"A Crowdsourcing Methodology to Measure Algorithmic Bias in Black-Box Systems: A Case Study with COVID-Related Searches","authors":"Binh Le, Damiano Spina, Falk Scholer, Hui Chia","doi":"10.1007/978-3-031-09316-6_5","DOIUrl":"https://doi.org/10.1007/978-3-031-09316-6_5","url":null,"abstract":"","PeriodicalId":165601,"journal":{"name":"International Workshop on Algorithmic Bias in Search and Recommendation","volume":"52 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":"126258107","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}
引用次数: 2
Detecting and Measuring Social Bias of Arabic Generative Models in the Context of Search and Recommendation 搜索与推荐情境下阿拉伯语生成模型的社会偏见检测与测量
International Workshop on Algorithmic Bias in Search and Recommendation Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-37249-0_13
F. Harrag, Chaima Mahdadi, Amina Nourhane Ziad
{"title":"Detecting and Measuring Social Bias of Arabic Generative Models in the Context of Search and Recommendation","authors":"F. Harrag, Chaima Mahdadi, Amina Nourhane Ziad","doi":"10.1007/978-3-031-37249-0_13","DOIUrl":"https://doi.org/10.1007/978-3-031-37249-0_13","url":null,"abstract":"","PeriodicalId":165601,"journal":{"name":"International Workshop on Algorithmic Bias in Search and Recommendation","volume":"9 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":"126374511","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}
引用次数: 0
Understanding Search Behavior Bias in Wikipedia 理解维基百科中的搜索行为偏差
International Workshop on Algorithmic Bias in Search and Recommendation Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-37249-0_11
Bruno Scarone, R. Baeza-Yates, Erik Bernhardson
{"title":"Understanding Search Behavior Bias in Wikipedia","authors":"Bruno Scarone, R. Baeza-Yates, Erik Bernhardson","doi":"10.1007/978-3-031-37249-0_11","DOIUrl":"https://doi.org/10.1007/978-3-031-37249-0_11","url":null,"abstract":"","PeriodicalId":165601,"journal":{"name":"International Workshop on Algorithmic Bias in Search and Recommendation","volume":"62 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":"114635475","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}
引用次数: 0
Improving Recommender System Diversity with Variational Autoencoders 用变分自编码器改进推荐系统的多样性
International Workshop on Algorithmic Bias in Search and Recommendation Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-37249-0_7
Sheetal Borar, Hilde J. P. Weerts, B. Gebre, Mykola Pechenizkiy
{"title":"Improving Recommender System Diversity with Variational Autoencoders","authors":"Sheetal Borar, Hilde J. P. Weerts, B. Gebre, Mykola Pechenizkiy","doi":"10.1007/978-3-031-37249-0_7","DOIUrl":"https://doi.org/10.1007/978-3-031-37249-0_7","url":null,"abstract":"","PeriodicalId":165601,"journal":{"name":"International Workshop on Algorithmic Bias in Search and Recommendation","volume":"6 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":"124365823","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}
引用次数: 0
How Do You Feel? Information Retrieval in Psychotherapy and Fair Ranking Assessment 你感觉如何?心理治疗中的信息检索与公平等级评定
International Workshop on Algorithmic Bias in Search and Recommendation Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-37249-0_10
Vivek Kumar (Ph.D), Giacomo Medda, D. R. Recupero, Daniele Riboni, Rim Helaoui, G. Fenu
{"title":"How Do You Feel? Information Retrieval in Psychotherapy and Fair Ranking Assessment","authors":"Vivek Kumar (Ph.D), Giacomo Medda, D. R. Recupero, Daniele Riboni, Rim Helaoui, G. Fenu","doi":"10.1007/978-3-031-37249-0_10","DOIUrl":"https://doi.org/10.1007/978-3-031-37249-0_10","url":null,"abstract":"","PeriodicalId":165601,"journal":{"name":"International Workshop on Algorithmic Bias in Search and Recommendation","volume":"96 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":"127515655","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}
引用次数: 2
When Is a Recommendation Model Wrong? A Model-Agnostic Tree-Based Approach to Detecting Biases in Recommendations 推荐模型什么时候是错误的?基于模型不可知树的推荐偏差检测方法
International Workshop on Algorithmic Bias in Search and Recommendation Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-78818-6_9
Joanna Misztal-Radecka, B. Indurkhya
{"title":"When Is a Recommendation Model Wrong? A Model-Agnostic Tree-Based Approach to Detecting Biases in Recommendations","authors":"Joanna Misztal-Radecka, B. Indurkhya","doi":"10.1007/978-3-030-78818-6_9","DOIUrl":"https://doi.org/10.1007/978-3-030-78818-6_9","url":null,"abstract":"","PeriodicalId":165601,"journal":{"name":"International Workshop on Algorithmic Bias in Search and Recommendation","volume":"1 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113964327","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}
引用次数: 1
Mitigating Popularity Bias in Recommendation: Potential and Limits of Calibration Approaches 减轻推荐中的流行偏差:校准方法的潜力和局限性
International Workshop on Algorithmic Bias in Search and Recommendation Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-09316-6_8
Anastasiia Klimashevskaia, Mehdi Elahi, D. Jannach, C. Trattner, Lars Skjærven
{"title":"Mitigating Popularity Bias in Recommendation: Potential and Limits of Calibration Approaches","authors":"Anastasiia Klimashevskaia, Mehdi Elahi, D. Jannach, C. Trattner, Lars Skjærven","doi":"10.1007/978-3-031-09316-6_8","DOIUrl":"https://doi.org/10.1007/978-3-031-09316-6_8","url":null,"abstract":"","PeriodicalId":165601,"journal":{"name":"International Workshop on Algorithmic Bias in Search and Recommendation","volume":"33 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":"124838983","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}
引用次数: 8
Preliminary Experiments to Examine the Stability of Bias-Aware Techniques 检验偏差感知技术稳定性的初步实验
International Workshop on Algorithmic Bias in Search and Recommendation Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-78818-6_4
Toshihiro Kamishima, S. Akaho, Yukino Baba, H. Kashima
{"title":"Preliminary Experiments to Examine the Stability of Bias-Aware Techniques","authors":"Toshihiro Kamishima, S. Akaho, Yukino Baba, H. Kashima","doi":"10.1007/978-3-030-78818-6_4","DOIUrl":"https://doi.org/10.1007/978-3-030-78818-6_4","url":null,"abstract":"","PeriodicalId":165601,"journal":{"name":"International Workshop on Algorithmic Bias in Search and Recommendation","volume":"1 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":"126114883","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}
引用次数: 0
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