Abstract

Extracting Urban Functional Regions from Points of Interest
Track: Research & Sciences
Authors: Song Gao

Cities have a variety of functions that relate to land uses, including residential, commercial, industrial, transportation, business, etc., while affording different types of human activities, such as living, working, commuting, shopping, eating, and recreation. These human activities usually take place in different types of points of interests (POIs). In this research, we develop a data-driven and machine learning framework for extracting urban functional regions.