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list price: $85.00 USD
edition:Hardcover
category: Computers
published: Feb 2019
ISBN:9780262039086
publisher: The MIT Press

Urban Computing

by Yu Zheng, series edited by Florian Matthes; Michael P. Papazoglou & Eric Yu

reviews: 0
0 of 5
0 ratings
rated!
rated!
list price: $85.00 USD
edition:Hardcover
category: Computers
published: Feb 2019
ISBN:9780262039086
publisher: The MIT Press
Description

An authoritative treatment of urban computing, offering an overview of the field, fundamental techniques, advanced models, and novel applications.

Urban computing brings powerful computational techniques to bear on such urban challenges as pollution, energy consumption, and traffic congestion. Using today's large-scale computing infrastructure and data gathered from sensing technologies, urban computing combines computer science with urban planning, transportation, environmental science, sociology, and other areas of urban studies, tackling specific problems with concrete methodologies in a data-centric computing framework. This authoritative treatment of urban computing offers an overview of the field, fundamental techniques, advanced models, and novel applications.

Each chapter acts as a tutorial that introduces readers to an important aspect of urban computing, with references to relevant research. The book outlines key concepts, sources of data, and typical applications; describes four paradigms of urban sensing in sensor-centric and human-centric categories; introduces data management for spatial and spatio-temporal data, from basic indexing and retrieval algorithms to cloud computing platforms; and covers beginning and advanced topics in mining knowledge from urban big data, beginning with fundamental data mining algorithms and progressing to advanced machine learning techniques. Urban Computing provides students, researchers, and application developers with an essential handbook to an evolving interdisciplinary field.

About the Authors
Yu Zheng is Vice President and Chief Data Scientist at JD Digits, where he is also President of the Urban Computing Business Unit and Director of JD Intelligent City Research. He is Chair Professor at Shanghai Jiao Tong University and Adjunct Professor at Hong Kong University of Science and Technology. He is the coeditor of Computing with Spatial Trajectories and Editor-in-Chief of ACM Transactions on Intelligent Systems and Technology.
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Yu Zheng is Vice President and Chief Data Scientist at JD Digits, where he is also President of the Urban Computing Business Unit and Director of JD Intelligent City Research. He is Chair Professor at Shanghai Jiao Tong University and Adjunct Professor at Hong Kong University of Science and Technology. He is the coeditor of Computing with Spatial Trajectories and Editor-in-Chief of ACM Transactions on Intelligent Systems and Technology.
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Michael Papazoglou is Professor of Computer Science and Director of INFOLAB at Tilburg University, the Netherlands.
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Eric Yu is Associate Professor in the Faculty of Information at the University of Toronto.
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Recommended Age, Grade, and Reading Levels
Age:
18 to 99
Grade:
13 to 17

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