Big Data Support of Urban Planning and Management

1. Front Matter

   Pages i-xxx

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2. Overview: Big Data Support for Urban Planning and Management in China

   • Zhenjiang Shen

   Pages 1-15

3. Social Big Data for Exploring Human Behaviors and Urban Structure

   1. Front Matter

      Pages 17-17

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   2. Early Warning of Human Crowds Based on Query Data from Baidu Maps: Analysis Based on Shanghai Stampede

      • Jingbo Zhou, Hongbin Pei, Haishan Wu

      Pages 19-41

   3. Spatial Distribution Characteristics of Residents’ Emotions Based on Sina Weibo Big Data: A Case Study of Nanjing

      • Feng Zhen, Jia Tang, Yingxue Chen

      Pages 43-62

   4. Measuring by Movements: Hierarchical Clustering of Cities in China Based on Aggregated Massive Positioning Data

      • Dong Li, Menghe Wu, Bingruo Duan, Yuheng Cai

      Pages 63-77

   5. Assessment of Regional Economic Integration Based on Relational Data: The Case of the Yangtze River Delta

      • Tao Li, Jiaju Miao, Yina Zhang

      Pages 79-97

   6. The Recognition of CAZ in Shanghai Based on Evaluated POI

      • Liu Liu, Zhuqing Liu

      Pages 99-112

   7. The Fear of Ebola: A Tale of Two Cities in China

      • Xinyue Ye, Shengwen Li, Xining Yang, Jay Lee, Ling Wu

      Pages 113-132

4. POI for Exploring Urban Space Recognition

   1. Front Matter

      Pages 133-133

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   2. Identifying and Evaluating Urban Centers for the Whole China Using Open Data

      • Yaotian Ma, Ying Long

      Pages 135-155

   3. Geographic Big Data’s Applications in Retailing Business Market

      • Xin Chen, Fangcao Xu, Weili Wang, Yikang Du, Miaoyi Li

      Pages 157-176

   4. Redefinition of the Social Space Based on Social Atlas Analysis: A Case Study of Dongguan, China

      • Yungang Liu, Haiyu Su

      Pages 177-192

   5. The Spatial and Temporal Evolution of Innovative Function of Science and Technology of Beijing Based on the Analysis of Enterprise Data

      • Juan Li, Miaoyi Li, Anrong Dang, Zhongwei Song

      Pages 193-217

5. Mobile Device Data for Integrating Land Use and Transportation Planning

   1. Front Matter

      Pages 219-219

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   2. Spatial Development Analysis of the Southern Area of Beijing Based on Multisource Data

      • Wenqi Lin, Liang Ma, Qiao Chu, Yong Gao

      Pages 221-237

   3. Spatio-temporal Dynamics of Population in Shanghai: A Case Study Based on Cell Phone Signaling Data

      • De Wang, Weijing Zhong, Zhenxuan Yin, Dongcan Xie, Xiao Luo

      Pages 239-254

   4. Application of Big Data in the Study of Urban Spatial Structures

      • Yi Shi, Junyan Yang

      Pages 255-272

   5. Application of Cellular Data in Traffic Planning

      • Jianhui Lai, Yanyan Chen, Zijun Wu, Guang Yuan, Miaoyi Li

      Pages 273-296

   6. Extract the Spatiotemporal Distribution of Transit Trips from Smart Card Transaction Data: A Comparison Between Shanghai and Singapore

      • Yi Zhu

      Pages 297-315

In the era of big data, this book explores the new challenges of urban-rural planning and management from a practical perspective based on a multidisciplinary project. Researchers as contributors to this book have accomplished their projects by using big data and relevant data mining technologies for investigating the possibilities of big data, such as that obtained through cell phones, social network systems and smart cards instead of conventional survey data for urban planning support. This book showcases active researchers who share their experiences and ideas on human mobility, accessibility and recognition of places, connectivity of transportation and urban structure in order to provide effective analytic and forecasting tools for smart city planning and design solutions in China.

• Geocomputing
• Data Management
• Urban Planning
• Regional Planning
• Smart City
• Bayesian Network
• Big Data
• Ecological Space Recognition
• Traffic Planning
• Origin Destination Flow
• Rail Network
• Urban transport
• Urban Structure
• Social Network Service
• Social Media Data
• Baidu
• water policy
• landscape/regional and urban planning

• Joint International FZUKU Lab SPSD, Fuzhou University, Fuzhou City, China

  Zhenjiang Shen, Miaoyi Li

Zhenjiang Shen's research interests include policy-making support systems for planning and design using GIS & VR technology. He is serving as commissioner of Information Technology Education of Architectural Institute of Japan, and is a member of Scientific Committee of City Planning Institute of Japan. Dr. Shen also served as vice director, Urban Big data Commission, Chinese Society of Urban Studies. He is a member of Commission on Geospatial Analysis and Modeling of International Cartographic Association (ICA), and works as a joint member of Fudan University and PhD Instructor in Tsinghua University, China. Dr. Shen is editor-in-chief of IRSPSD International, managing editor of IJSSS and IJSSoc, and is General Director of International Community on Spatial Planning and Sustainable Development.

Miayoyi Li's research interests include spatial/urban planning, urban big data analysis, Geospatial analysis & Geo-simulations. He served as a researcher in the Information Center of Tsinghua Tongheng Planning & Design Institute (THUPDI), which is affiliated with the School of Architecture, Tsinghua University.

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