Urban Analytics With Social Media Data

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Urban Analytics with Social Media Data

Tan Yigitcanlar,Nayomi Kankanamge
Urban Analytics with Social Media Data Book PDF

Author : Tan Yigitcanlar,Nayomi Kankanamge
Publisher : CRC Press
Page : 416 pages
File Size : 45,9 Mb
Release : 2022-07-20
Category : Computers
ISBN : 9781000599688

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Urban Analytics with Social Media Data by Tan Yigitcanlar,Nayomi Kankanamge Pdf

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.

Urban Analytics with Social Media Data

Tan Yigitcanlar,Nayomi Kankanamge
Urban Analytics with Social Media Data Book PDF

Author : Tan Yigitcanlar,Nayomi Kankanamge
Publisher : CRC Press
Page : 437 pages
File Size : 53,9 Mb
Release : 2022-07-20
Category : Computers
ISBN : 9781000599664

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Urban Analytics with Social Media Data by Tan Yigitcanlar,Nayomi Kankanamge Pdf

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.

Urban Analytics

Alex D. Singleton,Seth Spielman,David Folch
Urban Analytics Book PDF

Author : Alex D. Singleton,Seth Spielman,David Folch
Publisher : SAGE
Page : 223 pages
File Size : 47,7 Mb
Release : 2017-11-27
Category : Social Science
ISBN : 9781526418593

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Urban Analytics by Alex D. Singleton,Seth Spielman,David Folch Pdf

The economic and political situation of cities has shifted in recent years in light of rapid growth amidst infrastructure decline, the suburbanization of poverty and inner city revitalization. At the same time, the way that data are used to understand urban systems has changed dramatically. Urban Analytics offers a field-defining look at the challenges and opportunities of using new and emerging data to study contemporary and future cities through methods including GIS, Remote Sensing, Big Data and Geodemographics. Written in an accessible style and packed with illustrations and interviews from key urban analysts, this is a groundbreaking new textbook for students of urban planning, urban design, geography, and the information sciences.

Visualizing the Data City

Paolo Ciuccarelli,Giorgia Lupi,Luca Simeone
Visualizing the Data City Book PDF

Author : Paolo Ciuccarelli,Giorgia Lupi,Luca Simeone
Publisher : Springer Science & Business Media
Page : 79 pages
File Size : 50,5 Mb
Release : 2014-02-17
Category : Computers
ISBN : 9783319021959

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Visualizing the Data City by Paolo Ciuccarelli,Giorgia Lupi,Luca Simeone Pdf

This book investigates novel methods and technologies for the collection, analysis and representation of real-time user-generated data at the urban scale in order to explore potential scenarios for more participatory design, planning and management processes. For this purpose, the authors present a set of experiments conducted in collaboration with urban stakeholders at various levels (including citizens, city administrators, urban planners, local industries and NGOs) in Milan and New York in 2012. It is examined whether geo-tagged and user-generated content can be of value in the creation of meaningful, real-time indicators of urban quality, as it is perceived and communicated by the citizens. The meanings that people attach to places are also explored to discover what such an urban semantic layer looks like and how it unfolds over time. As a conclusion, recommendations are proposed for the exploitation of user-generated content in order to answer hitherto unsolved urban questions. Readers will find in this book a fascinating exploration of techniques for mining the social web that can be applied to procure user-generated content as a means of investigating urban dynamics.

Cities as Spatial and Social Networks

Xinyue Ye,Xingjian Liu
Cities as Spatial and Social Networks Book PDF

Author : Xinyue Ye,Xingjian Liu
Publisher : Springer
Page : 238 pages
File Size : 44,9 Mb
Release : 2018-07-24
Category : Political Science
ISBN : 9783319953519

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Cities as Spatial and Social Networks by Xinyue Ye,Xingjian Liu Pdf

This book reports on the latest, cutting-edge scholarship on integrating social network and spatial analyses in the built environment. It sheds light on conceptualization and Implementation of such integration, integration for intra-city level analysis, as well as integration for inter-city level analysis. It explores the use of new data sources concerning human and urban dynamics and provides a discussion of how social network and spatial analyses could be synthesized for a more nuanced understanding of the built environment. As such this book will be a valuable resource for scholars focusing on city-related networks in a number of ‘urban’ disciplines, including but not limited to urban geography, urban informatics, urban planning, urban sociology, and urban studies.

Urban Informatics

Wenzhong Shi,Michael F. Goodchild,Michael Batty,Mei-Po Kwan,Anshu Zhang
Urban Informatics Book PDF

Author : Wenzhong Shi,Michael F. Goodchild,Michael Batty,Mei-Po Kwan,Anshu Zhang
Publisher : Springer Nature
Page : 941 pages
File Size : 45,9 Mb
Release : 2021-04-06
Category : Social Science
ISBN : 9789811589836

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Urban Informatics by Wenzhong Shi,Michael F. Goodchild,Michael Batty,Mei-Po Kwan,Anshu Zhang Pdf

This open access book is the first to systematically introduce the principles of urban informatics and its application to every aspect of the city that involves its functioning, control, management, and future planning. It introduces new models and tools being developed to understand and implement these technologies that enable cities to function more efficiently – to become ‘smart’ and ‘sustainable’. The smart city has quickly emerged as computers have become ever smaller to the point where they can be embedded into the very fabric of the city, as well as being central to new ways in which the population can communicate and act. When cities are wired in this way, they have the potential to become sentient and responsive, generating massive streams of ‘big’ data in real time as well as providing immense opportunities for extracting new forms of urban data through crowdsourcing. This book offers a comprehensive review of the methods that form the core of urban informatics from various kinds of urban remote sensing to new approaches to machine learning and statistical modelling. It provides a detailed technical introduction to the wide array of tools information scientists need to develop the key urban analytics that are fundamental to learning about the smart city, and it outlines ways in which these tools can be used to inform design and policy so that cities can become more efficient with a greater concern for environment and equity.

Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics

Atsushi Nara,Ming-Hsiang Tsou
Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics Book PDF

Author : Atsushi Nara,Ming-Hsiang Tsou
Publisher : Springer Nature
Page : 295 pages
File Size : 41,5 Mb
Release : 2021-09-20
Category : Social Science
ISBN : 9783030830106

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Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics by Atsushi Nara,Ming-Hsiang Tsou Pdf

This book discusses theoretical backgrounds, techniques and methodologies, and applications of the current state-of-the-art human dynamics research utilizing social media and geospatial big data. It describes various forms of social media and big data with location information, theory development, data collection and management techniques, and analytical methodologies to conduct human dynamics research including geographic information systems (GIS), spatiotemporal data analytics, text mining and semantic analysis, machine learning, trajectory data analysis, and geovisualization. The book also covers applied interdisciplinary research examples ranging from disaster management, public health, urban geography, and spatiotemporal information diffusion. By providing theoretical foundations, solid empirical research backgrounds, techniques, and methodologies as well as application examples from diverse interdisciplinary fields, this book will be a valuable resource to students, researchers and practitioners who utilize or plan to employ social media and big data in their work.

Seeing Cities Through Big Data

Piyushimita (Vonu) Thakuriah,Nebiyou Tilahun,Moira Zellner
Seeing Cities Through Big Data Book PDF

Author : Piyushimita (Vonu) Thakuriah,Nebiyou Tilahun,Moira Zellner
Publisher : Springer
Page : 559 pages
File Size : 52,5 Mb
Release : 2016-10-07
Category : Science
ISBN : 9783319409023

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Seeing Cities Through Big Data by Piyushimita (Vonu) Thakuriah,Nebiyou Tilahun,Moira Zellner Pdf

This book introduces the latest thinking on the use of Big Data in the context of urban systems, including research and insights on human behavior, urban dynamics, resource use, sustainability and spatial disparities, where it promises improved planning, management and governance in the urban sectors (e.g., transportation, energy, smart cities, crime, housing, urban and regional economies, public health, public engagement, urban governance and political systems), as well as Big Data’s utility in decision-making, and development of indicators to monitor economic and social activity, and for urban sustainability, transparency, livability, social inclusion, place-making, accessibility and resilience.

Geospatial Data Analytics and Urban Applications

Sandeep Narayan Kundu
Geospatial Data Analytics and Urban Applications Book PDF

Author : Sandeep Narayan Kundu
Publisher : Springer Nature
Page : 197 pages
File Size : 47,6 Mb
Release : 2022-01-03
Category : Computers
ISBN : 9789811676499

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Geospatial Data Analytics and Urban Applications by Sandeep Narayan Kundu Pdf

This book highlights advanced applications of geospatial data analytics to address real-world issues in urban society. With a connected world, we are generating spatial at unprecedented rates which can be harnessed for insightful analytics which define the way we analyze past events and define the future directions. This book is an anthology of applications of spatial data and analytics performed on them for gaining insights which can be used for problem solving in an urban setting. Each chapter is contributed by spatially aware data scientists in the making who present spatial perspectives drawn on spatial big data. The book shall benefit mature researchers and student alike to discourse a variety of urban applications which display the use of machine learning algorithms on spatial big data for real-world problem solving.

Big Data Science and Analytics for Smart Sustainable Urbanism

Simon Elias Bibri
Big Data Science and Analytics for Smart Sustainable Urbanism Book PDF

Author : Simon Elias Bibri
Publisher : Springer
Page : 337 pages
File Size : 49,9 Mb
Release : 2019-05-30
Category : Political Science
ISBN : 9783030173128

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Big Data Science and Analytics for Smart Sustainable Urbanism by Simon Elias Bibri Pdf

We are living at the dawn of what has been termed ‘the fourth paradigm of science,’ a scientific revolution that is marked by both the emergence of big data science and analytics, and by the increasing adoption of the underlying technologies in scientific and scholarly research practices. Everything about science development or knowledge production is fundamentally changing thanks to the ever-increasing deluge of data. This is the primary fuel of the new age, which powerful computational processes or analytics algorithms are using to generate valuable knowledge for enhanced decision-making, and deep insights pertaining to a wide variety of practical uses and applications. This book addresses the complex interplay of the scientific, technological, and social dimensions of the city, and what it entails in terms of the systemic implications for smart sustainable urbanism. In concrete terms, it explores the interdisciplinary and transdisciplinary field of smart sustainable urbanism and the unprecedented paradigmatic shifts and practical advances it is undergoing in light of big data science and analytics. This new era of science and technology embodies an unprecedentedly transformative and constitutive power—manifested not only in the form of revolutionizing science and transforming knowledge, but also in advancing social practices, producing new discourses, catalyzing major shifts, and fostering societal transitions. Of particular relevance, it is instigating a massive change in the way both smart cities and sustainable cities are studied and understood, and in how they are planned, designed, operated, managed, and governed in the face of urbanization. This relates to what has been dubbed data-driven smart sustainable urbanism, an emerging approach based on a computational understanding of city systems and processes that reduces urban life to logical and algorithmic rules and procedures, while also harnessing urban big data to provide a more holistic and integrated view or synoptic intelligence of the city. This is increasingly being directed towards improving, advancing, and maintaining the contribution of both sustainable cities and smart cities to the goals of sustainable development. This timely and multifaceted book is aimed at a broad readership. As such, it will appeal to urban scientists, data scientists, urbanists, planners, engineers, designers, policymakers, philosophers of science, and futurists, as well as all readers interested in an overview of the pivotal role of big data science and analytics in advancing every academic discipline and social practice concerned with data–intensive science and its application, particularly in relation to sustainability.

Data Analytics: Paving the Way to Sustainable Urban Mobility

Eftihia G. Nathanail,Ioannis D. Karakikes
Data Analytics Paving the Way to Sustainable Urban Mobility Book PDF

Author : Eftihia G. Nathanail,Ioannis D. Karakikes
Publisher : Springer
Page : 877 pages
File Size : 47,7 Mb
Release : 2018-12-11
Category : Technology & Engineering
ISBN : 9783030023058

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Data Analytics: Paving the Way to Sustainable Urban Mobility by Eftihia G. Nathanail,Ioannis D. Karakikes Pdf

This book aims at showing how big data sources and data analytics can play an important role in sustainable mobility. It is especially intended to provide academicians, researchers, practitioners and decision makers with a snapshot of methods that can be effectively used to improve urban mobility. The different chapters, which report on contributions presented at the 4th Conference on Sustainable Urban Mobility, held on May 24-25, 2018, in Skiathos Island, Greece, cover different thematic areas, such as social networks and traveler behavior, applications of big data technologies in transportation and analytics, transport infrastructure and traffic management, transportation modeling, vehicle emissions and environmental impacts, public transport and demand responsive systems, intermodal interchanges, smart city logistics systems, data security and associated legal aspects. They show in particular how to apply big data in improving urban mobility, discuss important challenges in developing and implementing analytics methods and provide the reader with an up-to-date review of the most representative research on data management techniques for enabling sustainable urban mobility

Intelligence for Future Cities

Robert Goodspeed,Raja Sengupta,Marketta Kyttä,Christopher Pettit
Intelligence for Future Cities Book PDF

Author : Robert Goodspeed,Raja Sengupta,Marketta Kyttä,Christopher Pettit
Publisher : Springer Nature
Page : 342 pages
File Size : 44,5 Mb
Release : 2023-07-04
Category : Architecture
ISBN : 9783031317460

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Intelligence for Future Cities by Robert Goodspeed,Raja Sengupta,Marketta Kyttä,Christopher Pettit Pdf

This book contains a selection of the best papers presented at the Computational Urban Planning and Urban Management (CUPUM) conference, held in June 2023 at McGill University in Montreal, Quebec. Major themes of this book are smart cities, urban big data, and shared mobility. This book also contains chapters with cutting-edge research on urban modeling, walkability and bikeability analysis, and planning support systems (PSS).

Applied Data Analysis for Urban Planning and Management

Alasdair Rae,Cecilia Wong
Applied Data Analysis for Urban Planning and Management Book PDF

Author : Alasdair Rae,Cecilia Wong
Publisher : SAGE
Page : 123 pages
File Size : 52,9 Mb
Release : 2021-09-08
Category : Political Science
ISBN : 9781529737240

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Applied Data Analysis for Urban Planning and Management by Alasdair Rae,Cecilia Wong Pdf

This book showcases the different ways in which contemporary forms of data analysis are being used in urban planning and management. It highlights the emerging possibilities that city-regional governance, technology and data have for better planning and urban management - and discusses how you can apply them to your research. Including perspectives from across the globe, it’s packed with examples of good practice and helps to demystify the process of using big and open data. Learn about different kinds of emergent data sources and how they are processed, visualised and presented. Understand how spatial analysis and GIS are used in city planning. See examples of how contemporary data analytics methods are being applied in a variety of contexts, such as ‘smart’ city management and megacities. Aimed at upper undergraduate and postgraduate students studying spatial analysis and planning, this timely text is the perfect companion to enable you to apply data analytics approaches in your research.

Smart Cities and Smart Spaces: Concepts, Methodologies, Tools, and Applications

Management Association, Information Resources
Smart Cities and Smart Spaces Concepts Methodologies Tools and Applications Book PDF

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 1707 pages
File Size : 46,5 Mb
Release : 2018-09-07
Category : Architecture
ISBN : 9781522570318

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Smart Cities and Smart Spaces: Concepts, Methodologies, Tools, and Applications by Management Association, Information Resources Pdf

As populations have continued to grow and expand, many people have made their homes in cities around the globe. With this increase in city living, it is becoming vital to create intelligent urban environments that efficiently support this growth and simultaneously provide friendly and progressive environments to both businesses and citizens alike. Smart Cities and Smart Spaces: Concepts, Methodologies, Tools, and Applications is an innovative reference source that discusses social, economic, and environmental issues surrounding the evolution of smart cities. Highlighting a range of topics such as smart destinations, urban planning, and intelligent communities, this multi-volume book is designed for engineers, architects, facility managers, policymakers, academicians, and researchers interested in expanding their knowledge on the emerging trends and topics involving smart cities.

Implementing Data-Driven Strategies in Smart Cities

Didier Grimaldi,Carlos Carrasco-Farré
Implementing Data Driven Strategies in Smart Cities Book PDF

Author : Didier Grimaldi,Carlos Carrasco-Farré
Publisher : Elsevier
Page : 258 pages
File Size : 55,9 Mb
Release : 2021-09-18
Category : Social Science
ISBN : 9780128211236

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Implementing Data-Driven Strategies in Smart Cities by Didier Grimaldi,Carlos Carrasco-Farré Pdf

Implementing Data-Driven Strategies in Smart Cities is a guidebook and roadmap for practitioners seeking to operationalize data-driven urban interventions. The book opens by exploring the revolution that big data, data science, and the Internet of Things are making feasible for the city. It explores alternate topologies, typologies, and approaches to operationalize data science in cities, drawn from global examples including top-down, bottom-up, greenfield, brownfield, issue-based, and data-driven. It channels and expands on the classic data science model for data-driven urban interventions – data capture, data quality, cleansing and curation, data analysis, visualization and modeling, and data governance, privacy, and confidentiality. Throughout, illustrative case studies demonstrate successes realized in such diverse cities as Barcelona, Cologne, Manila, Miami, New York, Nancy, Nice, São Paulo, Seoul, Singapore, Stockholm, and Zurich. Given the heavy emphasis on global case studies, this work is particularly suitable for any urban manager, policymaker, or practitioner responsible for delivering technological services for the public sector from sectors as diverse as energy, transportation, pollution, and waste management. Explores numerous specific urban interventions drawn from global case studies, helping readers understand real urban challenges and create data-driven solutions Provides a step-by-step and applied holistic guide and methodology for immediate application in the reader’s own business agenda Presents cutting edge technology presentation with coverage of innovations such as the Internet of Things, robotics, 5G, edge/fog computing, blockchain, intelligent transport systems, and connected-automated mobility