responsible AI

Auditing sociotechnical systems

One of the most puzzling questions about online platforms for me has been whether what we observe on platforms such as Instagram or YouTube is more a result of the platform design, e.g., its algorithms, or a reflection of society through the lens of the platform. It is hard to answer which, but it is easy to forget about the role of human behavior when it comes to technology’s disturbing consequences. General features of my work on the study of digital technologies include carefully considering the whole spectrum from pure user intention to pure platform design, performing cross-platform analysis, and putting observations into context when studying complex systems.

References

2024

  1. bots.png
    Causally estimating the effect of YouTube’s recommender system using counterfactual bots
    Homa Hosseinmardi, Amir Ghasemian, Miguel Rivera-Lanas, Manoel Horta Ribeiro, Robert West, and Duncan J Watts
    Proceedings of the National Academy of Sciences, 2024

2023

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    Deplatforming did not decrease Parler users’ activity on fringe social media
    Manoel Horta Ribeiro, Homa Hosseinmardi, Robert West, and Duncan J Watts
    PNAS nexus, 2023

2021

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    Examining the consumption of radical content on YouTube
    Homa Hosseinmardi, Amir Ghasemian, Aaron Clauset, Markus Mobius, David M Rothschild, and Duncan J Watts
    Proceedings of the National Academy of Sciences, 2021