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Full Description
The use of data science and urban analytics has become a defining feature of smart cities. This timely book is a clear guide to the use of social media data for urban analytics.
The book presents the foundations of urban analytics with social media data, along with real-world applications and insights on the platforms we use today. It looks at social media analytics platforms, cyberphysical data analytics platforms, crowd detection platforms, City-as-a-Platform, and city-as-a-sensor for platform urbanism. The book provides examples to illustrate how we apply and analyse social media data to determine disaster severity, assist authorities with pandemic policy, and capture public perception of smart cities.
This will be a useful reference for those involved with and researching social, data, and urban analytics and informatics.
Contents
Part I Foundations
1. Urban Big Data and Social Media Analytics
2. Volunteer Crowdsourcing and Social Media
3. Government Social Media Channels
Part II Applications
4. Social Media Analytics in Disaster Policy
5. Social Media Analytics in Pandemic Policy
6. Social Media Analytics in Capturing Perceptions
7. Social Media Analytics in Analysing Perceptions
Part III Platforms
8. Social Media Analytics Platforms
9. Cyberphysical Data Analytics Platforms
10. Crowd Detection Platforms
11. City-as-a-Platform
12. City as a Sensor for Platform Urbanism
