Handbook of Geospatial Artificial Intelligence

15GeoAI for Public Health

Andreas Züfle

Emory University

Taylor Anderson, Hamdi Kavak, and Dieter Pfoser

George Mason University

Joon-Seok Kim

Oak Ridge National Laboratory

Amira Roess

George Mason University

DOI: 10.1201/9781003308423-15

CONTENTS

• 15.1 Introduction

• 15.2 Existing AI Models for Data-Driven Infectious Disease Spread Prediction

• 15.3 Spatial and Temporal Heterogeneity of Health-Related Human Behavior

• 15.4 AI for Simulation of Health-Related Human Behavior in Agent-Based Models

• 15.5 A Use-Case of Using Agent-Based Modeling to Predict the Spread of an Infectious Disease in Fairfax, VA, USA

  1. 15.5.1 Data Sets

  2. 15.5.2 Population Initialization

  3. 15.5.3 Representation of Disease Dynamics

  4. 15.5.4 Foot Traffic Topic Extraction

  5. 15.5.5 Dwell ...