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CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems
3 references·2 citing·21 second hop
CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems (2022)CPFair: Personalized Consumer and Produce…A Survey on Bias and Fairness in Machine Learning (2021)A Survey on Bias and Fairness…Fairness through awareness (2012)Fairness through awarenessMeasuring Discrimination in Socially-Sensitive Decision Records (2009)Measuring Discrimination in S…How do Hugging Face Models Document Datasets, Bias, and Licenses? An Empirical Study (2024)How do Hugging Face Models Do…Fairness of ChatGPT and the Role of Explainable-Guided Prompts (2024)Fairness of ChatGPT and the R…Group Rights and Discrimination in International Law (1990)Discrimination-aware data mining (2008)Data mining for discrimination discovery (2010)Handling Conditional Discrimination (2011)Ageism in the era of digital platforms (2020)Incorporating Fairness into Game Theory and Economics (2011)How the machine ‘thinks’: Understanding opacity in machine learning algorithms (2016)Princeton University Press (2017)Semantics derived automatically from language corpora contain human-like biases (2017)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Algorithmic Bias in Education (2021)Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation (2023)Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies (2023)A Coefficient of Agreement for Nominal Scales (1960)Model Cards for Model Reporting (2019)Large pre-trained language models contain human-like biases of what is right and wrong to do (2022)Documenting Ethical Considerations in Open Source AI Models (2024)A survey on datasets for fairness‐aware machine learning (2022)Fairness in recommender systems: research landscape and future directions (2023)Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation (2023)How does interaction with LLM powered chatbots shape human understanding of culture? The need for Critical Interactional Competence (CritIC) (2025)
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References

  • 2021A Survey on Bias and Fairness in Machine Learning5,798 cited
  • 2012Fairness through awareness3,501 cited
  • 2009Measuring Discrimination in Socially-Sensitive Decision Records175 cited

Cited by

  • 2024How do Hugging Face Models Document Datasets, Bias, and Licenses? An Empirical Study38 cited
  • 2024Fairness of ChatGPT and the Role of Explainable-Guided Prompts21 cited

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