5.3 Computing Bias
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