Integrating Activity-Based Models with Mobile Phone Data: Advances in Traffic Modeling and Multi-Agent Simulation

By Yudong Guo PhD, Fei Yang PhD, Zhenyu Shan BSc

Integrating Activity-Based Models with Mobile Phone Data: Advances in Traffic Modeling and Multi-Agent Simulation analyzes the path from the observation to prediction using traffic big data. The book explores the refined identification method of individual travel chains in the diversified and complex urban travel environment, reconstructing the structure and algorithms of Activity-based Models or ABM based on the characteristics identified by mobile phone signaling data. Final sections develop an activity decision-making and microscopic behavior simulation platform. Users will find this to be a resource that supports urban and regional traffic management optimization and traffic planning using traffic big data.

• Format: Paperback
• Language: English
• ISBN: 0443490449
• ISBN13: 9780443490446
• Release Date: May 2026
• Publisher: Elsevier
• Length: 250 Pages