Solving The Problem Of Algorithm Bias In AI-Based Learning
Like it or not, predictive technology is coming for all of us. Over the last few years, private industry has reaped the enormous benefits of artificial intelligence and other machine learning techniques. Tools to build predictive systems are rapidly evolving, expertise is spreading, and the money is following. Education could be the next great frontier for predictive technology.
This white paper takes a deeper dive into the data and algorithm used to underestimate the pass rate of students of certain nationalities, looking at how data and modelling can lead to bias.