Data Analytics for Intelligent Transportation Systems

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Author :
Publisher : Elsevier
ISBN 13 : 0128098511
Total Pages : 346 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Data Analytics for Intelligent Transportation Systems by : Mashrur Chowdhury

Download or read book Data Analytics for Intelligent Transportation Systems written by Mashrur Chowdhury and published by Elsevier. This book was released on 2017-04-05 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Analytics for Intelligent Transportation Systems provides in-depth coverage of data-enabled methods for analyzing intelligent transportation systems that includes detailed coverage of the tools needed to implement these methods using big data analytics and other computing techniques. The book examines the major characteristics of connected transportation systems, along with the fundamental concepts of how to analyze the data they produce. It explores collecting, archiving, processing, and distributing the data, designing data infrastructures, data management and delivery systems, and the required hardware and software technologies. Users will learn how to design effective data visualizations, tactics on the planning process, and how to evaluate alternative data analytics for different connected transportation applications, along with key safety and environmental applications for both commercial and passenger vehicles, data privacy and security issues, and the role of social media data in traffic planning. Includes case studies in each chapter that illustrate the application of concepts covered Presents extensive coverage of existing and forthcoming intelligent transportation systems and data analytics technologies Contains contributors from both leading academic and commercial researchers Explains how to design effective data visualizations, tactics on the planning process, and how to evaluate alternative data analytics for different connected transportation applications

Management and Use of Data for Transportation Performance Management

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Author :
Publisher :
ISBN 13 : 9780309480741
Total Pages : 140 pages
Book Rating : 4.4/5 (87 download)

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Book Synopsis Management and Use of Data for Transportation Performance Management by :

Download or read book Management and Use of Data for Transportation Performance Management written by and published by . This book was released on 2019 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: TRB's National Cooperative Highway Research Program (NCHRP) has released a pre-publication version of NCHRP Research Report 920: Management and Use of Data for Transportation Performance Management: Guide for Practitioners that provides practical guidance to transportation agencies to help improve their use of data for performance management. Recent federal legislation has established requirements for agencies to set performance targets and report on safety, pavement and bridge conditions, transit asset state of good repair, system performance, freight, and mobile source emissions. These requirements have resulted in increased visibility and attention to Transportation Performance Management (TPM) and increased awareness of the importance of data within that process. Transportation agencies are recognizing that the value of performance management goes far beyond meeting federal requirements; NCHRP Report 920 will assist agencies to make visible progress in meeting their objectives. The guidance is organized around six data life-cycle stages and includes a discussion of what is involved in implementing each step and some of the critical choices to be made; a synthesis of key points in the form of "Dos and Don'ts" checklists that can be used to assess agency capabilities and identify opportunities for improvement; and illustrative examples. While this guide draws on many examples related to the federally defined TPM areas (safety, pavement, bridge, and system performance), it does not provide official guidance for MAP-21/FAST Act target setting or reporting. It provides a framework for assessing current data management practices and a source of ideas for practice improvement. Its purpose is to promote practices that will enable agencies to go beyond meeting reporting requirements, to get valuable insights from data that can be used to boost agency results.

Transportation Data Management, Phase I.

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Publisher :
ISBN 13 :
Total Pages : 126 pages
Book Rating : 4.3/5 (555 download)

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Book Synopsis Transportation Data Management, Phase I. by :

Download or read book Transportation Data Management, Phase I. written by and published by . This book was released on 1987 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Target-setting Methods and Data Management to Support Performance-based Resource Allocation by Transportation Agencies

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Author :
Publisher : Transportation Research Board
ISBN 13 : 0309155002
Total Pages : 133 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Target-setting Methods and Data Management to Support Performance-based Resource Allocation by Transportation Agencies by : National Cooperative Highway Research Program

Download or read book Target-setting Methods and Data Management to Support Performance-based Resource Allocation by Transportation Agencies written by National Cooperative Highway Research Program and published by Transportation Research Board. This book was released on 2010 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: TRB's National Cooperative Highway Research Program (NCHRP) Report 666: Target Setting Methods and Data Management to Support Performance-Based Resource Allocation by Transportation Agencies - Volume I: Research Report, and Volume II: Guide for Target-Setting and Data Management provides a framework and specific guidance for setting performance targets and for ensuring that appropriate data are available to support performance-based decision-making. Volume III to this report was published separately in an electronic-only format as NCHRP Web-Only Document 154. Volume III includes case studies of organizations investigated in the research used to develop NCHRP Report 666.

Guidebook for Managing Data from Emerging Technologies for Transportation

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Publisher :
ISBN 13 : 9780309673495
Total Pages : 107 pages
Book Rating : 4.6/5 (734 download)

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Book Synopsis Guidebook for Managing Data from Emerging Technologies for Transportation by : Kelley Klaver Pecheux

Download or read book Guidebook for Managing Data from Emerging Technologies for Transportation written by Kelley Klaver Pecheux and published by . This book was released on 2020 with total page 107 pages. Available in PDF, EPUB and Kindle. Book excerpt: With increased connectivity between vehicles, sensors, systems, shared-use transportation, and mobile devices, unexpected and unparalleled amounts of data are being added to the transportation domain at a rapid rate, and these data are too large, too varied in nature, and will change too quickly to be handled by the traditional database management systems of most transportation agencies. The TRB National Cooperative Highway Research Program's NCHRP Research Report 952: Guidebook for Managing Data from Emerging Technologies for Transportation provides guidance, tools, and a big data management framework, and it lays out a roadmap for transportation agencies on how they can begin to shift - technically, institutionally, and culturally - toward effectively managing data from emerging technologies. Modern, flexible, and scalable "big data" methods to manage these data need to be adopted by transportation agencies if the data are to be used to facilitate better decision-making. As many agencies are already forced to do more with less while meeting higher public expectations, continuing with traditional data management systems and practices will prove costly for agencies unable to shift.

Data Management and Governance Practices

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Publisher :
ISBN 13 : 9780309389969
Total Pages : pages
Book Rating : 4.3/5 (899 download)

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Book Synopsis Data Management and Governance Practices by :

Download or read book Data Management and Governance Practices written by and published by . This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "TRB's National Cooperative Highway Research Program (NCHRP) Synthesis 508: Data Management and Governance Practices develops a collection of transportation agency data management practices and experiences. The report demonstrates how agencies currently access, manage, use, and share data."--Provided by publisher.

Guidance Manual for Managing Transportation Planning Data

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Publisher : Transportation Research Board
ISBN 13 : 9780309062510
Total Pages : 44 pages
Book Rating : 4.0/5 (625 download)

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Book Synopsis Guidance Manual for Managing Transportation Planning Data by : Jack Faucett Associates

Download or read book Guidance Manual for Managing Transportation Planning Data written by Jack Faucett Associates and published by Transportation Research Board. This book was released on 1997 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Data Science and Simulation in Transportation Research

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Author :
Publisher : IGI Global
ISBN 13 : 1466649216
Total Pages : 457 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Data Science and Simulation in Transportation Research by : Janssens, Davy

Download or read book Data Science and Simulation in Transportation Research written by Janssens, Davy and published by IGI Global. This book was released on 2013-12-31 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: Given its effective techniques and theories from various sources and fields, data science is playing a vital role in transportation research and the consequences of the inevitable switch to electronic vehicles. This fundamental insight provides a step towards the solution of this important challenge. Data Science and Simulation in Transportation Research highlights entirely new and detailed spatial-temporal micro-simulation methodologies for human mobility and the emerging dynamics of our society. Bringing together novel ideas grounded in big data from various data mining and transportation science sources, this book is an essential tool for professionals, students, and researchers in the fields of transportation research and data mining.

Data to Support Transportation Agency Business Needs

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Publisher :
ISBN 13 :
Total Pages : 132 pages
Book Rating : 4.3/5 (55 download)

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Book Synopsis Data to Support Transportation Agency Business Needs by : Spy Pond Partners, LLC.

Download or read book Data to Support Transportation Agency Business Needs written by Spy Pond Partners, LLC. and published by . This book was released on 2015 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: This report presents guidance to assist decision makers and data practitioners at state departments of transportation (DOTs) in evaluating and improving the value of their data for decision making and their data-management practices. Agency practitioners rely on a wide range of data to support decision making about policy choices, infrastructure investments, and other agency functions. The self-assessment process described here may also be useful to metropolitan planning organizations (MPOs).

Transportation Data and Information Systems

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Author :
Publisher : Transportation Research Board National Research
ISBN 13 :
Total Pages : 100 pages
Book Rating : 4.:/5 ( download)

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Book Synopsis Transportation Data and Information Systems by : National Research Council (U.S.). Transportation Research Board

Download or read book Transportation Data and Information Systems written by National Research Council (U.S.). Transportation Research Board and published by Transportation Research Board National Research. This book was released on 1990 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Data Integration for Statewide Transportation Planning

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Publisher :
ISBN 13 :
Total Pages : 92 pages
Book Rating : 4.:/5 (891 download)

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Book Synopsis Data Integration for Statewide Transportation Planning by : Jessica Guo

Download or read book Data Integration for Statewide Transportation Planning written by Jessica Guo and published by . This book was released on 2010 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Traffic Data Collection and its Standardization

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1441960708
Total Pages : 202 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Traffic Data Collection and its Standardization by : Jaume Barceló

Download or read book Traffic Data Collection and its Standardization written by Jaume Barceló and published by Springer Science & Business Media. This book was released on 2010-07-20 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: A nice night of October 2007, in Beijing, during the XV World Conference on ITS a number of colleagues met informally for a dinner party that spontaneously became a vivid discussion on the importance of traffic data for all types of p- poses. Researchers can hardly do any progress in modeling, developing, and te- ing theories without suitable data, and what practitioners can do in real life is limited not only by technology but also by the availability of the required data. Quite frequently, the data and not the technologies are what determine how far we can go. Any discussion about traffic data leads in a natural way to a discussion on the variety of traffic data sources, formats, levels of aggregation, accuracies, and so on. Consequently, we moved to talk on the initiative that Kuwahara had undertaken in his traffic laboratory at the University of Tokyo, known as the International Traffic Data Base, and thus smoothly but inexorably we came to agree that it would be convenient to organize a workshop to continue our discussion at a more formal level, share our points of view with other colleagues, listen what they had to say and, if possible, d- seminate the findings in our professional and academic communities.

Archived Data Management Systems

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Author :
Publisher :
ISBN 13 :
Total Pages : 52 pages
Book Rating : 4.:/5 (1 download)

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Book Synopsis Archived Data Management Systems by :

Download or read book Archived Data Management Systems written by and published by . This book was released on 2005 with total page 52 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Guidance for Developing a Freight Transportation Data Architecture

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Author :
Publisher : Transportation Research Board
ISBN 13 : 0309155231
Total Pages : 106 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Guidance for Developing a Freight Transportation Data Architecture by : César Augusto Quiroga

Download or read book Guidance for Developing a Freight Transportation Data Architecture written by César Augusto Quiroga and published by Transportation Research Board. This book was released on 2011 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt: At head of title: National Cooperative Freight Research Program.

Tier-1 University Transportation Center on Telemobility Master Data Management Plan

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (138 download)

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Book Synopsis Tier-1 University Transportation Center on Telemobility Master Data Management Plan by : Tier-1 University Transportation Center on Telemobility

Download or read book Tier-1 University Transportation Center on Telemobility Master Data Management Plan written by Tier-1 University Transportation Center on Telemobility and published by . This book was released on 2020 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Uses of Risk Management and Data Management to Support Target-setting for Performance-based Resource Allocation by Transportation Agencies

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Author :
Publisher : Transportation Research Board
ISBN 13 : 0309213622
Total Pages : 59 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Uses of Risk Management and Data Management to Support Target-setting for Performance-based Resource Allocation by Transportation Agencies by :

Download or read book Uses of Risk Management and Data Management to Support Target-setting for Performance-based Resource Allocation by Transportation Agencies written by and published by Transportation Research Board. This book was released on 2011 with total page 59 pages. Available in PDF, EPUB and Kindle. Book excerpt: TRB's National Cooperative Highway Research Program (NCHRP) Report 706: Uses of Risk Management and Data Management to Support Target-Setting for Performance-Based Resource Allocation by Transportation Agencies describes how transportation agencies can use risk management and data management to support management target-setting for performance-based resource allocation. As the final product of a second phase of NCHRP Project 08-70, ?Target-Setting Methods and Data Management to Support Performance-Based Resource Allocation by Transportation Agencies, ? this report supplements NCHRP 666: Target Setting Methods and Data Management to Support Performance-Based Resource Allocation by Transportation Agencies - Volume I: Research Report, and Volume II: Guide for Target-Setting and Data Management published in 2010. Volume III to this report was published separately in an electronic-only format as NCHRP Web-Only Document 154. Volume III includes case studies of organizations investigated in the research used to develop NCHRP Report 666.

Big Data Analytics in Traffic and Transportation Engineering: Emerging Research and Opportunities

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Author :
Publisher : IGI Global
ISBN 13 : 1522579443
Total Pages : 188 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Big Data Analytics in Traffic and Transportation Engineering: Emerging Research and Opportunities by : Moridpour, Sara

Download or read book Big Data Analytics in Traffic and Transportation Engineering: Emerging Research and Opportunities written by Moridpour, Sara and published by IGI Global. This book was released on 2019-01-11 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent research reveals that socioeconomic factors of the neighborhoods where road users live and where pedestrian-vehicle crashes occur are important in determining the severity of the crashes, with the former having a greater influence. Hence, road safety countermeasures, especially those focusing on the road users, should be targeted at these high risk neighborhoods. Big Data Analytics in Traffic and Transportation Engineering: Emerging Research and Opportunities is an essential reference source that discusses access to transportation and examines vehicle-pedestrian crashes, specifically in relation to socioeconomic factors that influence them, main predictors, factors that contribute to crash severity, and the enhancement of pedestrian safety measures. Featuring research on topics such as public transport, accessibility, and spatial distribution, this book is ideally designed for policymakers, transportation engineers, road safety designers, transport planners and managers, professionals, academicians, researchers, and public administrators.