Handbook of Geospatial Artificial Intelligence

3Philosophical Foundations of GeoAI: Exploring Sustainability, Diversity, and Bias in GeoAI and Spatial Data Science

Krzysztof Janowicz

Department for Geography and Regional Research, University of Vienna; Center for Spatial Studies, University of California, Santa Barbara

DOI: 10.1201/9781003308423-3

CONTENTS

• 3.1 What is GeoAI?

• 3.2 Ethics of GeoAI

• 3.3 Sustainability of GeoAI

• 3.4 Debiasing GeoAI

• 3.5 Schema and Data Diversity

• 3.6 Is GeoAI Neutral?

• 3.7 Geography According to ChatGPT

• 3.8 Summary and Outlook

  1. Bibliography

3.1 WHAT IS GEOAI?

While GeoAI and spatial data science are relatively new fields of study, they share many of their underlying assumptions with geography, Artificial Intelligence (AI), cognitive science, and many other ...