A Systematic Review on Human Roles, Solutions, and Methodological Approaches to Address Bias in AI

This academic review examines how bias (systematic unfairness in AI decision-making) occurs in AI systems and explores the human roles, solutions, and research methods used to identify and reduce it. The paper surveys existing approaches to addressing bias rather than proposing a single new solution.