Data And Mobility

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Mobility Data

Author : Chiara Renso
Publisher : Cambridge University Press
ISBN 13 : 1107292360
Total Pages : 393 pages
Book Rating : 4.1/5 (72 download)

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Book Synopsis Mobility Data by : Chiara Renso

Download or read book Mobility Data written by Chiara Renso and published by Cambridge University Press. This book was released on 2013-10-14 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mobility of people and goods is essential in the global economy. The ability to track the routes and patterns associated with this mobility offers unprecedented opportunities for developing new, smarter applications in different domains. Much of the current research is devoted to developing concepts, models, and tools to comprehend mobility data and make it manageable for these applications. This book surveys the myriad facets of mobility data, from spatio-temporal data modeling, to data aggregation and warehousing, to data analysis, with a specific focus on monitoring people in motion (drivers, airplane passengers, crowds, and even animals in the wild). Written by a renowned group of worldwide experts, it presents a consistent framework that facilitates understanding of all these different facets, from basic definitions to state-of-the-art concepts and techniques, offering both researchers and professionals a thorough understanding of the applications and opportunities made possible by the development of mobility data.

Mobility Patterns, Big Data and Transport Analytics

Author : Constantinos Antoniou
Publisher : Elsevier
ISBN 13 : 0128129719
Total Pages : 452 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Mobility Patterns, Big Data and Transport Analytics by : Constantinos Antoniou

Download or read book Mobility Patterns, Big Data and Transport Analytics written by Constantinos Antoniou and published by Elsevier. This book was released on 2018-11-27 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mobility Patterns, Big Data and Transport Analytics provides a guide to the new analytical framework and its relation to big data, focusing on capturing, predicting, visualizing and controlling mobility patterns - a key aspect of transportation modeling. The book features prominent international experts who provide overviews on new analytical frameworks, applications and concepts in mobility analysis and transportation systems. Users will find a detailed, mobility ‘structural’ analysis and a look at the extensive behavioral characteristics of transport, observability requirements and limitations for realistic transportation applications and transportation systems analysis that are related to complex processes and phenomena. This book bridges the gap between big data, data science, and transportation systems analysis with a study of big data’s impact on mobility and an introduction to the tools necessary to apply new techniques. The book covers in detail, mobility ‘structural’ analysis (and its dynamics), the extensive behavioral characteristics of transport, observability requirements and limitations for realistic transportation applications, and transportation systems analysis related to complex processes and phenomena. The book bridges the gap between big data, data science, and Transportation Systems Analysis with a study of big data’s impact on mobility, and an introduction to the tools necessary to apply new techniques. Guides readers through the paradigm-shifting opportunities and challenges of handling Big Data in transportation modeling and analytics Covers current analytical innovations focused on capturing, predicting, visualizing, and controlling mobility patterns, while discussing future trends Delivers an introduction to transportation-related information advances, providing a benchmark reference by world-leading experts in the field Captures and manages mobility patterns, covering multiple purposes and alternative transport modes, in a multi-disciplinary approach Companion website features videos showing the analyses performed, as well as test codes and data-sets, allowing readers to recreate the presented analyses and apply the highlighted techniques to their own data

Mobility, Data Mining and Privacy

Author : Fosca Giannotti
Publisher : Springer Science & Business Media
ISBN 13 : 3540751777
Total Pages : 415 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Mobility, Data Mining and Privacy by : Fosca Giannotti

Download or read book Mobility, Data Mining and Privacy written by Fosca Giannotti and published by Springer Science & Business Media. This book was released on 2008-01-12 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mobile communications and ubiquitous computing generate large volumes of data. Mining this data can produce useful knowledge, yet individual privacy is at risk. This book investigates the various scientific and technological issues of mobility data, open problems, and roadmap. The editors manage a research project called GeoPKDD, Geographic Privacy-Aware Knowledge Discovery and Delivery, and this book relates their findings in 13 chapters covering all related subjects.

Mobility Data Management and Exploration

Author : Nikos Pelekis
Publisher : Springer
ISBN 13 : 1493903926
Total Pages : 301 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Mobility Data Management and Exploration by : Nikos Pelekis

Download or read book Mobility Data Management and Exploration written by Nikos Pelekis and published by Springer. This book was released on 2014-07-08 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text integrates different mobility data handling processes, from database management to multi-dimensional analysis and mining, into a unified presentation driven by the spectrum of requirements raised by real-world applications. It presents a step-by-step methodology to understand and exploit mobility data: collecting and cleansing data, storage in Moving Object Database (MOD) engines, indexing, processing, analyzing and mining mobility data. Emerging issues, such as semantic and privacy-aware querying and mining as well as distributed data processing, are also covered. Theoretical presentation is smoothly interchanged with hands-on exercises and case studies involving an actual MOD engine. The authors are established experts who address both theoretical and practical dimensions of the field but also present valuable prototype software. The background context, clear explanations and sample exercises make this an ideal textbook for graduate students studying database management, data mining and geographic information systems.

Mobility Data-Driven Urban Traffic Monitoring

Author : Zhidan Liu
Publisher : Springer
ISBN 13 : 9789811622403
Total Pages : 69 pages
Book Rating : 4.6/5 (224 download)

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Book Synopsis Mobility Data-Driven Urban Traffic Monitoring by : Zhidan Liu

Download or read book Mobility Data-Driven Urban Traffic Monitoring written by Zhidan Liu and published by Springer. This book was released on 2021-05-19 with total page 69 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the concepts of mobility data and data-driven urban traffic monitoring. A typical framework of mobility data-based urban traffic monitoring is also presented, and it describes the processes of mobility data collection, data processing, traffic modelling, and some practical issues of applying the models for urban traffic monitoring. This book presents three novel mobility data-driven urban traffic monitoring approaches. First, to attack the challenge of mobility data sparsity, the authors propose a compressive sensing-based urban traffic monitoring approach. This solution mines the traffic correlation at the road network scale and exploits the compressive sensing theory to recover traffic conditions of the whole road network from sparse traffic samplings. Second, the authors have compared the traffic estimation performances between linear and nonlinear traffic correlation models and proposed a dynamical non-linear traffic correlation modelling-based urban traffic monitoring approach. To address the challenge of involved huge computation overheads, the approach adapts the traffic modelling and estimations tasks to Apache Spark, a popular parallel computing framework. Third, in addition to mobility data collected by the public transit systems, the authors present a crowdsensing-based urban traffic monitoring approach. The proposal exploits the lightweight mobility data collected from participatory bus riders to recover traffic statuses through careful data processing and analysis. Last but not the least, the book points out some future research directions, which can further improve the accuracy and efficiency of mobility data-driven urban traffic monitoring at large scale. This book targets researchers, computer scientists, and engineers, who are interested in the research areas of intelligent transportation systems (ITS), urban computing, big data analytic, and Internet of Things (IoT). Advanced level students studying these topics benefit from this book as well.

Big Data Analytics for Time-Critical Mobility Forecasting

Author : George A. Vouros
Publisher : Springer Nature
ISBN 13 : 303045164X
Total Pages : 361 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Big Data Analytics for Time-Critical Mobility Forecasting by : George A. Vouros

Download or read book Big Data Analytics for Time-Critical Mobility Forecasting written by George A. Vouros and published by Springer Nature. This book was released on 2020-06-23 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides detailed descriptions of big data solutions for activity detection and forecasting of very large numbers of moving entities spread across large geographical areas. It presents state-of-the-art methods for processing, managing, detecting and predicting trajectories and important events related to moving entities, together with advanced visual analytics methods, over multiple heterogeneous, voluminous, fluctuating and noisy data streams from moving entities, correlating them with data from archived data sources expressing e.g. entities’ characteristics, geographical information, mobility patterns, mobility regulations and intentional data. The book is divided into six parts: Part I discusses the motivation and background of mobility forecasting supported by trajectory-oriented analytics, and includes specific problems and challenges in the aviation (air-traffic management) and the maritime domains. Part II focuses on big data quality assessment and processing, and presents novel technologies suitable for mobility analytics components. Next, Part III describes solutions toward processing and managing big spatio-temporal data, particularly enriching data streams and integrating streamed and archival data to provide coherent views of mobility, and storing of integrated mobility data in large distributed knowledge graphs for efficient query-answering. Part IV focuses on mobility analytics methods exploiting (online) processed, synopsized and enriched data streams as well as (offline) integrated, archived mobility data, and highlights future location and trajectory prediction methods, distinguishing between short-term and more challenging long-term predictions. Part V examines how methods addressing data management, data processing and mobility analytics are integrated in big data architectures with distinctive characteristics compared to other known big data paradigmatic architectures. Lastly, Part VI covers important ethical issues that research on mobility analytics should address. Providing novel approaches and methodologies related to mobility detection and forecasting needs based on big data exploration, processing, storage, and analysis, this book will appeal to computer scientists and stakeholders in various application domains.

Data Analytics: Paving the Way to Sustainable Urban Mobility

Author : Eftihia G. Nathanail
Publisher : Springer
ISBN 13 : 3030023052
Total Pages : 877 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Data Analytics: Paving the Way to Sustainable Urban Mobility by : Eftihia G. Nathanail

Download or read book Data Analytics: Paving the Way to Sustainable Urban Mobility written by Eftihia G. Nathanail and published by Springer. This book was released on 2018-12-11 with total page 877 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Advances in Mobility-as-a-Service Systems

Author : Eftihia G. Nathanail
Publisher : Springer Nature
ISBN 13 : 3030610756
Total Pages : 1158 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Advances in Mobility-as-a-Service Systems by : Eftihia G. Nathanail

Download or read book Advances in Mobility-as-a-Service Systems written by Eftihia G. Nathanail and published by Springer Nature. This book was released on 2020-11-03 with total page 1158 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers together innovative research and practical findings relating to urban mobility transformation. It is especially intended to provide academicians, researchers, practitioners and decision makers with effective strategies and techniques that can support urban mobility in a sustainable way. The chapters, which report on contributions presented at the 5th Conference on Sustainable Urban Mobility, held virtually on June 17-19, 2020, from Greece, cover the thematic areas of: social networks and traveler behavior; applications of technologies in transportation and big data analytics; transport infrastructure and traffic management; and transportation modeling and impact assessment. Special attention is given to public transport and demand responsive systems, electromobility, micromobility and automated vehicles. The book addresses the challenges of the near future, highlighting the importance of knowledge transfer, and it is intended to foster communication among universities, industries and public administration.

Transportation Transformation

Author : Evangelos Simoudis
Publisher :
ISBN 13 : 9780998067728
Total Pages : 328 pages
Book Rating : 4.0/5 (677 download)

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Book Synopsis Transportation Transformation by : Evangelos Simoudis

Download or read book Transportation Transformation written by Evangelos Simoudis and published by . This book was released on 2020-06-09 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Transportation Transformation is an indispensable GPS for every automaker, transportation startup, investor, policymaker, or regulator who is planning the future of urban and suburban transit, and anyone else with a need to understand the changing ways in which consumers and goods will get around. When an industry this large changes this rapidly, strategy becomes complex and challenging. Transportation Transformation provides the crucial vision necessary to navigate those changes with confidence. Comprehensive, global, and meticulously researched, Transportation Transformation presents a vision of next-generation urban mobility arising from the interplay among three major groups: the automakers, the mobility services companies, and the cities. Transportation's future is subject to consumer shifts, driven by disruptive technology and business model innovations including autonomous or automated, connected, and electrified vehicles; on-demand mobility services, such as ride-hailing and micromobility; and rapidly multiplying new ways to deliver consumer transportation and goods. The book describes the transformations that automakers, mobility services companies, and cities must undertake, the new value chains that will form as a result of these transformations, and the business models that will enable the transformed organizations to monetize or otherwise benefit from next-generation mobility. Transportation Transformation details the central role of data, AI and other data-driven technologies in next-generation mobility and explains the key risks we must address in the process of transforming transportation. Even as traditional models of vehicle acquisition and ownership weaken, new business models are emerging, including subscription-, merchandising-, and advertising-based revenue streams. Such innovations will remake the staid and traditional value chains that dominate today's transportation markets and create new ones. Transportation Transformation discusses these new models under a variety of implementation scenarios involving automakers, Tier 1 suppliers, mobility services companies, and Internet technology providers. It analyzes the resulting new revenue streams and the value chains that will remake the economics of the automobile industry as well as the broader transportation and goods delivery industries. And it discusses in revealing detail the opportunities and risks ushered in by these shifts and disruptions.

Smart Urban Mobility

Author : Ivana Cavar Semanjski
Publisher : Elsevier
ISBN 13 : 0128208910
Total Pages : 268 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Smart Urban Mobility by : Ivana Cavar Semanjski

Download or read book Smart Urban Mobility written by Ivana Cavar Semanjski and published by Elsevier. This book was released on 2023-02-08 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart Urban Mobility: Transport Planning in the Age of Big Data and Digital Twins explores the data-driven paradigm shift in urban mobility planning and examines how well-established practices and strong data analytics efforts can be better aligned to fit transport planning practices and "smart" mobility management needs. The book provides a comprehensive survey of the major big data and technology resources derived from smart cities research which are collectively poised to transform urban mobility. Chapters highlight the important aspects of each data source affecting applicability, along with the outcomes of smart mobility measures and campaigns.Transport planners, urban policymakers, public administrators, city managers, data scientists, and consulting companies managing smart city interventions and data-driven urban transformation projects will gain a better understanding of this up-and-coming research from this book’s detailed overview and numerous practical examples and best practices for operational deployment. Addresses key principles underlying smart mobility, as well as opportunities and challenges of integrating big data-driven insights into transport planning and smart cities Presents practical advice on how to implement smart mobility advances, providing a benchmark reference by best practice examples in the field Examines synthesis of existing gaps, limitations, and big data potential beyond traditional data needs for transport planning, as well as examples of the best practices

Transforming Business

Author : Allison Cerra
Publisher : John Wiley & Sons
ISBN 13 : 111858323X
Total Pages : 258 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis Transforming Business by : Allison Cerra

Download or read book Transforming Business written by Allison Cerra and published by John Wiley & Sons. This book was released on 2012-11-27 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unique perspective of an evolved role for company leadership Based on the findings of an extensive research project that surveyed more than 5,500 enterprise employees and functional decision makers across the United States and China, Transforming Business: Big Data, Mobility and Globalization explores the influence of technology in the workplace and the implications to company culture, functional responsibilities and competitive advantage. This in-depth analysis illuminates emerging technological trends, the changing workforce, and the shifting face of business and industry while offering prescriptive guidance to leaders. Addresses how new technology trends - including mobility, cloud, big data and collaboration - are fundamentally changing the way work is conducted and how company leadership can tap into these trends to affect positive cultural reform Examines how the introduction of new technologies and the emergence of new business models are shifting traditional organizational roles, including HR, marketing, finance, and IT Takes an in-depth look at how the next-generation of top talent, represented by college students at the top universities, view their future workplace environment and how technology can become a meaningful magnet for recruitment and retention Zeroes in on how the integration of technology into the workplace differs between the United States and China and the implications to the global marketplace What emerges from this book is an evolved role for company leadership, one of significant strategic value as cultural stewards capable of generating sustainable advantage for their companies in the most competitive market witnessed in decades.

Fundamentals of Pervasive Information Management Systems

Author : Vijay Kumar
Publisher : John Wiley & Sons
ISBN 13 : 1118024249
Total Pages : 400 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Fundamentals of Pervasive Information Management Systems by : Vijay Kumar

Download or read book Fundamentals of Pervasive Information Management Systems written by Vijay Kumar and published by John Wiley & Sons. This book was released on 2013-09-16 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive new edition on mobile computing—covering both mobile and sensor data The new paradigm of pervasive computing was born from the needs of highly mobile workers to access and transfer data while on the go. Significant advances in the technology have lent and will continue to lend prevalence to its use—especially in m-commerce. Covering both mobile data and sensor data, this comprehensive text offers updated research on sensor technology, data stream processing, mobile database security, and contextual processing. Packed with cases studies, exercises, and examples, Fundamentals of Pervasive Information Management Systems covers essential aspects of wireless communication and provides a thorough discussion about managing information on mobile database systems (MDS). It addresses the integration of web and workflow with mobile computing and looks at the current state of research. Fundamentals of Pervasive Information Management Systems presents chapters on: Mobile Database System Mobile and Wireless Communication Location and Handoff Management Fundamentals of Database Processing Introduction to Concurrency Control Mechanisms Effect of Mobility on Data Processing Transaction Management in Mobile Database Systems Mobile Database Recovery Wireless Information Dissemination Introduction to Sensor Technology Sensor Technology and Data Streams Management Sensor Network Deployment: Case Studies Fundamentals of Pervasive Information Management Systems is an ideal book for researchers, teachers, and graduate students of mobile computing. The book may also be used as a reference text for researchers or managers.

Urban Mobility Report (2004)

Author : David Schrank
Publisher : DIANE Publishing
ISBN 13 : 1437905609
Total Pages : 24 pages
Book Rating : 4.4/5 (379 download)

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Book Synopsis Urban Mobility Report (2004) by : David Schrank

Download or read book Urban Mobility Report (2004) written by David Schrank and published by DIANE Publishing. This book was released on 2008-10 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt: Congestion continues to grow in America¿s urban areas. This report presents details on the 2004 trends, findings and what can be done to address the growing transportation problems. Trend data from 1982 to 2002 for 85 urban areas provides both a local view and a national perspective on the growth and extent of traffic congestion. The 2004 Report provides clear evidence that the time for improvements has arrived. Communicating the congestion levels and the need for improvements is a goal of this report. The decisions about which, and how much, improvement to fund will be made at the local level according to a variety of goals, but there are some broad conclusions that can be drawn from this database. Tables.

Utilizing Big Data Paradigms for Business Intelligence

Author : Jérôme Darmont
Publisher : Business Science Reference
ISBN 13 : 9781522549659
Total Pages : 0 pages
Book Rating : 4.5/5 (496 download)

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Book Synopsis Utilizing Big Data Paradigms for Business Intelligence by : Jérôme Darmont

Download or read book Utilizing Big Data Paradigms for Business Intelligence written by Jérôme Darmont and published by Business Science Reference. This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Because efficient compilation of information allows managers and business leaders to make the best decisions for the financial solvency of their organizations, data analysis is an important part of modern business administration. Understanding the use of analytics, reporting, and data mining in everyday business environments is imperative to the success of modern businesses. Utilizing Big Data Paradigms for Business Intelligence is a pivotal reference source that provides vital research on how to address the challenges of data extraction in business intelligence using the five "Vs" of big data: velocity, volume, value, variety, and veracity. This book is ideally designed for business analysts, investors, corporate managers, entrepreneurs, and researchers in the fields of computer science, data science, and business intelligence.

Mobility, Data and Learner Agency in Networked Learning

Author : Nina Bonderup Dohn
Publisher : Springer Nature
ISBN 13 : 3030369110
Total Pages : 232 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Mobility, Data and Learner Agency in Networked Learning by : Nina Bonderup Dohn

Download or read book Mobility, Data and Learner Agency in Networked Learning written by Nina Bonderup Dohn and published by Springer Nature. This book was released on 2020-03-26 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: The chapters in this book are based on selected peer reviewed research papers presented at the 11th biennial Networked Learning Conference (NLC) 2018 held in Zagreb and were chosen as exemplars of cutting edge research on networked learning. The chapters are organized into three main sections: 1) Aspects of mobility for Networked Learning in a global world, 2) Use and misuse of algorithms and learning analytics, 3) Understanding and empowering learners. The three main sections are flanked by chapters which introduce and reflect on Networked Learning as epistemic practice. The concluding chapter draws out perspectives from the chapters and discusses emerging issues. The book focuses on the nature of learning and interactions as an important characteristic sought out by researchers and practitioners in this field.

Handbook of Smart Cities

Author : Juan Carlos Augusto
Publisher : Springer
ISBN 13 : 9783030696979
Total Pages : 1697 pages
Book Rating : 4.6/5 (969 download)

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Book Synopsis Handbook of Smart Cities by : Juan Carlos Augusto

Download or read book Handbook of Smart Cities written by Juan Carlos Augusto and published by Springer. This book was released on 2021-07-17 with total page 1697 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Handbook presents a comprehensive and rigorous overview of the state-of-the-art on Smart Cities. It provides the reader with an authoritative, exhaustive one-stop reference on how the field has evolved and where the current and future challenges lie. From the foundations to the many overlapping dimensions (human, energy, technology, data, institutions, ethics etc.), each chapter is written by international experts and amply illustrated with figures and tables with an emphasis on current research. The Handbook is an invaluable desk reference for researchers in a wide variety of fields, not only smart cities specialists but also by scientists and policy-makers in related disciplines that are deeply influenced by the emergence of intelligent cities. It should also serve as a key resource for graduate students and young researchers entering the area, and for instructors who teach courses on these subjects. The handbook is also of interest to industry and business innovators.

The Future of Mobility

Author : Liisa Ecola
Publisher : Rand Corporation
ISBN 13 : 0833090356
Total Pages : 119 pages
Book Rating : 4.8/5 (33 download)

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Book Synopsis The Future of Mobility by : Liisa Ecola

Download or read book The Future of Mobility written by Liisa Ecola and published by Rand Corporation. This book was released on 2015-07 with total page 119 pages. Available in PDF, EPUB and Kindle. Book excerpt: Researchers developed two scenarios to envision the future of mobility in China in 2030. Economic growth, the presence of constraints on vehicle ownership and driving, and environmental conditions differentiate the scenarios. By making potential long-term mobility futures more vivid, the team sought to help decisionmakers at different levels of government and in the private sector better anticipate and prepare for change.