Logic-Driven Traffic Big Data Analytics: Methodology and Applications for Planning

This book discusses the relationship between the urban built environment and travel behavior, analyzing multi-source traffic big data to understand, estimate, predict, and optimize mobility patterns. It provides methods, statistical analysis models, and practical case applications for readers to explore.

Format: Paperback / softback
Length: 280 pages
Publication date: 03 February 2023
Publisher: Springer Verlag, Singapore

This comprehensive book delves into the intricate relationship between the urban built environment and travel behavior, with a primary focus on analyzing the underlying causes of traffic phenomena through the utilization of multi-source traffic big data. By employing a unique and data-driven approach, this book sets itself apart from previous literature on data-driven traffic big data analysis. Its central objective is to unravel the complexities of mobility patterns, enabling readers to gain a deep understanding, estimation, prediction, and optimization of these patterns.

Within its pages, readers will discover a wealth of knowledge on multi-source traffic big data processing methods, along with relevant statistical analysis models and practical case applications. The book serves as a valuable resource for professionals, researchers, and students alike, providing them with the tools and insights necessary to navigate the realm of traffic big data and make informed decisions regarding urban planning and mobility.

By bridging the gap between traffic big data, statistical analysis models, and mobility pattern analysis, this book offers a systematic exploration of the profound impact of traffic big data on mobility patterns and urban planning. It sheds light on the key factors that influence travel behavior, such as demographics, infrastructure, and urban design, and employs advanced statistical techniques to analyze and interpret large datasets.

Through its comprehensive coverage, this book empowers readers to develop effective strategies and solutions for addressing transportation challenges in urban areas. It provides valuable insights into the optimization of traffic flow, the reduction of congestion, and the promotion of sustainable mobility practices. By leveraging the power of traffic big data, cities can create more efficient, livable, and environmentally friendly environments for their residents and visitors.

In conclusion, this book is a must-read for anyone interested in the field of traffic big data and its potential to shape the future of urban mobility. It offers a comprehensive and interdisciplinary approach, combining technical expertise with practical applications, and provides valuable insights into the complex dynamics of mobility patterns and urban planning.

Weight: 468g
Dimension: 235 x 155 (mm)
ISBN-13: 9789811680182
Edition number: 1st ed. 2022