Published July 4, 2022 | Version v1

Interactive Interventions to Mitigate Cognitive Bias

Authors/Creators

  • 1. Delft University of Technology

Description

While the web offers a great potential to find and share information, the cognitively demanding conditions of online interactions can leave users vulnerable to cognitive biases, such as the confirmation bias – the tendency to favor information that confirms prior attitudes and beliefs when searching for, selecting, interpreting, sharing, and recalling information. This can negatively impact individuals’ decision-making and is likely to drive ideological polarization and extremism.

With my dissertation, I am investigating whether and how interactive bias mitigation interventions, with a special focus on confirmation bias, could empower web users in making informed, unbiased, and autonomous choices. Based on my findings and observations, I plan to build a framework of user- and context-adaptive bias mitigation approaches during different kinds of web interactions.

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Additional details

Funding

European Commission
NL4XAI - Interactive Natural Language Technology for Explainable Artificial Intelligence 860621