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Disparate Impact of Artificial Intelligence Bias in Ridehailing Economy's Price Discrimination Algorithms
11 references·16 citing·49 second hop
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References

  • 1998Measuring individual differences in implicit cognition: The implicit association test.9,206 cited
  • 2014Big Data's Disparate Impact3,046 cited
  • 2015Certifying and Removing Disparate Impact1,827 cited
  • 2020Mitigating bias in algorithmic hiring830 cited
  • 2015Automated Experiments on Ad Privacy Settings664 cited
  • 2013Discrimination in Online Ad Delivery477 cited
  • 1983A random effects model for effect sizes.399 cited
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  • 1996On the Validity of Using Census Geocode Characteristics to Proxy Individual Socioeconomic Characteristics234 cited
  • 2001Using aggregate geographic data to proxy individual socioeconomic status: does size matter?188 cited
  • 2017Uncovering the Values and Constraints of Real-time Ridesharing for Low-resource Populations90 cited

Cited by

  • 2023A Review of Bias and Fairness in Artificial Intelligence.63 cited
  • 2023Artificial Intelligence and Pricing40 cited
  • 2022Platform-centric vs. multi-party service failure: an examination of consumers’ negative word of mouth about sharing economy platforms35 cited
  • 2023A consumer perspective of AI certification – the current certification landscape, consumer approval and directions for future research

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34 cited
  • 2022American == White in Multimodal Language-and-Image AI34 cited
  • 2024AI Ethics25 cited
  • 2023Ever Heard of Ethical AI? Investigating the Salience of Ethical AI Issues among the German Population25 cited
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  • 2022Eliminating unintended bias in personalized policies using bias-eliminating adapted trees (BEAT)22 cited
  • 2023Artificial Intelligence, Bias, and Ethics22 cited
  • 2024Algorithmic bias: Social science research integration through the 3-D Dependable AI Framework21 cited
  • 2023Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools19 cited
  • 2021Dynamic Pricing with Fairness Constraints18 cited
  • 2024Accessing the Impact of TikTok’s Algorithm on Regional Inequality in Health Information16 cited
  • 2024Travel Demand Forecasting: A Fair AI Approach16 cited
  • 2024The role of generative AI in navigating trade-offs in policy research design: balancing validity, rigour, and innovation3 cited