5.3 Computing Bias

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1. Exam Points

  • How to reduce computing bias.
    • Not limited to a certain group of subjects/people.
    • Consider random groups or individuals to get feedback or advice. Consider equity.

2. Knowledge Points

(1) Computing Bias

  • Computing innovations can reflect existing human biases because of biases written into the algorithms or biases in the data used by the innovation.
  • Programmers should take action to reduce bias in algorithms used for computing innovations as a way of combating existing human biases.
    • Example: consider the needs of disabled people when designing and developing applications or algorithms.

3. Exercises