Overview
- Introduces data analysis challenges and opportunities in smart urban systems
- Describes the keys of machine learning solution design for urban sustainability applications
- Discusses the capacities of the state-of-the-art Big data analytic approaches for urban smartness and sustainability
Part of the book series: Urban Sustainability (US)
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About this book
Endorsements
‘Over the many years of collaboration between academia and industry, we noticed the common language is ‘big data’; with that, we have developed novel ideas to bridge the gaps and help promote innovation, technologies, and science’.
- Tian Tang, Independent Researcher, China
‘Big Data Analytics is a fascinating research area, particularly for cities and city transformations. This book is valuable to those who think vigorously and aim to act ahead’.
- Li **e, Independent Researcher, China
‘For urban critiques, knowledge trains aspiring opportunities toward outstanding manifestations. Smartness has evolved or/ advanced rambunctious & embracing realities along (with) novel directions and nurturing integrated city knowledge’.
- Aaron Golden, SELECT Consultants, UK
Keywords
Table of contents (8 chapters)
Authors and Affiliations
About the authors
Ali CHESHMEHZANGI is the World’s top 2% field leader, recognised by Stanford University. He has recently taken a senior leadership and management role at Qingdao City University (QCU), where he is a Professor in Urban Planning, Director of the Center for Innovation in Teaching, Learning, and Research, and Advisor to the school’s international communications. Over 11 years at his previous institute, Ali was a Full Professor in Architecture and Urban Design, Head of the Department of Architecture and Built Environment, Founding Director of the Urban Innovation Lab, Director of Center for Sustainable Energy Technologies, and Director of Digital Design Lab. He was Visiting Professor and now Research Associate of the Network for Education and Research on Peace and Sustainability (NERPS) at Hiroshima University, Japan. Ali is globally known for his research on ‘urban sustainability’. So far, Ali has published over 300 journal papers, articles, conference papers, book chapters, and reports. To date, he has 15 other published books.
Bibliographic Information
Book Title: Big Data Analytics for Smart Urban Systems
Authors: Saeid Pourroostaei Ardakani, Ali Cheshmehzangi
Series Title: Urban Sustainability
DOI: https://doi.org/10.1007/978-981-99-5543-5
Publisher: Springer Singapore
eBook Packages: Social Sciences, Social Sciences (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023
Hardcover ISBN: 978-981-99-5542-8Published: 28 September 2023
Softcover ISBN: 978-981-99-5545-9Due: 29 October 2023
eBook ISBN: 978-981-99-5543-5Published: 27 September 2023
Series ISSN: 2731-6483
Series E-ISSN: 2731-6491
Edition Number: 1
Number of Pages: XIX, 131
Number of Illustrations: 3 b/w illustrations, 59 illustrations in colour
Topics: Sustainable Development, Statistics, general, Human Geography