Effective Urban Region Representation Learning Using Heterogeneous Urban Graph Attention Network (HUGAT)

Effective Urban Region Representation Learning Using Heterogeneous Urban Graph Attention Network (HUGAT)

Background: Understanding the complex dynamics of urban environments is crucial for building smarter and more livable cities. To achieve this, it is essential to capture the interactions between physical space and human activities at finer scales. Objective: This study aims to develop a model that e...

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Bibliographic Details
Main Authors: Namwoo Kim, Yoonjin Yoon
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Urban region representation learning
heterogeneous information network
urban mobility
urban dynamics
Online Access:https://ieeexplore.ieee.org/document/11027114/
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