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Full-Text Articles in Business Law, Public Responsibility, and Ethics
Towards Algorithmic Justice: Human Centered Approaches To Artificial Intelligence Design To Support Fairness And Mitigate Bias In The Financial Services Sector, Jihyun Kim
CMC Senior Theses
Artificial Intelligence (AI) has positively transformed the Financial services sector but also introduced AI biases against protected groups, amplifying existing prejudices against marginalized communities. The financial decisions made by biased algorithms could cause life-changing ramifications in applications such as lending and credit scoring. Human Centered AI (HCAI) is an emerging concept where AI systems seek to augment, not replace human abilities while preserving human control to ensure transparency, equity and privacy. The evolving field of HCAI shares a common ground with and can be enhanced by the Human Centered Design principles in that they both put humans, the user, at …
Proximity To Children: A Geospatial Approach To Understanding The Relationship Between Fast Food And Schools, Andrew Atwong
Proximity To Children: A Geospatial Approach To Understanding The Relationship Between Fast Food And Schools, Andrew Atwong
CMC Senior Theses
In a time when Americans are waking up to the health consequences of consuming fast food, researchers have discovered that fast food restaurants seem to be located in greater concentrations near primary or secondary schools. While this phenomenon affects the food environments of some children and carries implications as to their short term and long term health (which has also been well researched), this paper focuses primarily on fast food restaurants that are within walking distance of schools. Using Geographic Information Systems (GIS) to integrate geospatial, business, demographic, and food quality data, I use linear regressions to examine whether and …