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

Integrating Activity-Based Models with Mobile Phone Data analyses the path from the observation to prediction using traffic big data. It explores the refined identification method of individual travel chains in the diversified and complex urban travel environment. The book reconstructs the structure and algorithms of Activity-based Models or ABM based on the characteristics identified by mobile phone signalling data. Finally, the book develops an activity decision-making and microscopic behavior simulation platform. The objective of the book is to support urban and regional traffic management optimization and traffic planning using traffic big data.