Urban Analytics with Social Media Data

Foundations, Applications and Platforms
1. Auflage 2022
ISBN: 978-1-032-24497-6
Verlag: CRC Press

Buch, Englisch, 436 Seiten, Format (B × H): 156 mm x 234 mm, Gewicht: 785 g

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.

Autoren/Hrsg.

Yigitcanlar, Tan

Kankanamge, Nayomi

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse
• Geisteswissenschaften Architektur Städtebau, Stadtplanung (Architektur)
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Spiele-Programmierung, Rendering, Animation
• Sozialwissenschaften Soziologie | Soziale Arbeit Spezielle Soziologie Stadt- und Regionalsoziologie
• Mathematik | Informatik EDV | Informatik Digital Lifestyle Internet, E-Mail, Social Media

Inhaltsverzeichnis

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

Über Autor(innen)

Tan Yigitcanlar is an eminent Australian researcher with international recognition and impact in the field of urban studies and planning. He is a Professor of Urban Studies and Planning at the School of Architecture and Built Environment, Queensland University of Technology, Brisbane, Australia. Along with this post, he carries out an Honorary Professor role at the School of Technology, Federal University of Santa Catarina, Florianopolis, Brazil, and is Founding Director of the Australia-Brazil Smart City Research and Practice Network.

Nayomi Kankanamge is a Lecturer in the Department of Town and Country Planning at the University of Moratuwa in Sri Lanka. She has published widely in urban planning, social media analytics, smart cities, disaster management and data science.