Big Data and Mobility as a Service

Zhang, Haoran (EDT)/ Song, Xuan (EDT)/ Shibasaki, Ryosuke (EDT)

Elsevier - Health Sciences Division（2021/10発売）

Elsevier - Health Sciences Division（2021/10発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 306 p.
• 言語 ENG
• 商品コード 9780323901697
• DDC分類 388.0285

Full Description

Big Data and Mobility as a Service explores MaaS platforms that can be adaptable to the ever-evolving mobility environment. It looks at multi-mode urban crowd data to assess urban mobility characteristics, their shared transportation potential, and their performance conditions and constraints. The book analyzes the roles of multimodality, travel behavior, urban mobility dynamics and participation. Combined with insights on using big data to analyze market and policy decisions, this book is an essential tool for urban transportation management researchers and practitioners.

Contents

1. Big Data and MaaS
2. MaaS system Development and APPs
3. Spatio-temporal Data Pre-processing Technologies
4. Travel Similarity Estimation and Clustering
5. Data Fusion Technologies for MaaS
6. Data-driven Optimization Technologies for MaaS
7. Data-driven Estimation for Urban Travel Shareability
8. MaaS system Data mining Technologies
9. IoT Technologies for MaaS
10. MaaS System Visualization
11. MaaS for Urban Sustainable Development