Book 2017

Seeing Cities Through Big Data

Research, Methods and Applications in Urban Informatics

ISBN: 978-3-319-40900-9 (Print) 978-3-319-40902-3 (Online)

Table of contents (30 chapters)

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  1. Front Matter

    Pages i-xvii

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    Chapter

    Pages 1-9

    Introduction to Seeing Cities Through Big Data: Research, Methods and Applications in Urban Informatics

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    Chapter

    Pages 11-45

    Big Data and Urban Informatics: Innovations and Challenges to Urban Planning and Knowledge Discovery

  4. Analytics of User-Generated Content

    1. Front Matter

      Pages 47-47

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      Chapter

      Pages 49-64

      Using User-Generated Content to Understand Cities

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      Chapter

      Pages 65-81

      Developing an Interactive Mobile Volunteered Geographic Information Platform to Integrate Environmental Big Data and Citizen Science in Urban Management

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      Chapter

      Pages 83-96

      CyberGIS-Enabled Urban Sensing from Volunteered Citizen Participation Using Mobile Devices

  5. Challenges and Opportunities of Urban Big Data

    1. Front Matter

      Pages 97-97

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      Chapter

      Pages 99-111

      The Potential for Big Data to Improve Neighborhood-Level Census Data

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      Chapter

      Pages 113-125

      Big Data and Survey Research: Supplement or Substitute?

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      Chapter

      Pages 127-140

      Big Spatio-Temporal Network Data Analytics for Smart Cities: Research Needs

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      Chapter

      Pages 141-160

      A Review of Heteroscedasticity Treatment with Gaussian Processes and Quantile Regression Meta-models

  6. Changing Organizational and Educational Perspectives with Urban Big Data

    1. Front Matter

      Pages 161-161

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      Chapter

      Pages 163-188

      Urban Informatics: Critical Data and Technology Considerations

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      Chapter

      Pages 189-207

      Digital Infomediaries and Civic Hacking in Emerging Urban Data Initiatives

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      Chapter

      Pages 209-217

      How Should Urban Planners Be Trained to Handle Big Data?

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      Chapter

      Pages 219-230

      Energy Planning in a Big Data Era: A Theme Study of the Residential Sector

  7. Urban Data Management

    1. Front Matter

      Pages 231-231

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      Chapter

      Pages 233-255

      Using an Online Spatial Analytics Workbench for Understanding Housing Affordability in Sydney

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      Chapter

      Pages 257-278

      A Big Data Mashing Tool for Measuring Transit System Performance

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      Chapter

      Pages 279-290

      Developing a Comprehensive U.S. Transit Accessibility Database

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      Chapter

      Pages 291-309

      Seeing Chinese Cities Through Big Data and Statistics

  8. Urban Knowledge Discovery Applied to Different Urban Contexts

    1. Front Matter

      Pages 311-311

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      Chapter

      Pages 313-329

      Planning for the Change: Mapping Sea Level Rise and Storm Inundation in Sherman Island Using 3Di Hydrodynamic Model and LiDAR

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      Chapter

      Pages 331-347

      The Impact of Land-Use Variables on Free-Floating Carsharing Vehicle Rental Choice and Parking Duration

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      Chapter

      Pages 349-382

      Dynamic Agent Based Simulation of an Urban Disaster Using Synthetic Big Data

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