عنوان

Transportation analytics in the era of big data /

شابک

3319758616

شابک

3319758624

شابک

9783319758619

شابک

9783319758626

شابک اشتباه

9783319758619

عنوان اصلي

Transportation analytics in the era of big data /

نام عام مواد

[Book]

نام نخستين پديدآور

Satish V. Ukkusuri, Chao Yang, editors.

محل نشرو پخش و غیره

Cham, Switzerland :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

[2019]

نام خاص و کميت اثر

1 online resource :

ساير جزييات

illustrations (some color), maps (some color).

عنوان فروست

Complex networks and dynamic systems ;

مشخصه جلد

volume 4

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

Preface.- Chapter 1.Beyond Geotagged Tweets: Exploring the Geolocalisation of Tweets for Transportation Applications.- Chapter 2.Social Media in Transportation Research and Promising Applications.- Chapter 3.Ground transportation big data analytics and third party validation -- solutions for a new era of regulation and private sector innovation.- Chapter 4.A privacy-preserving urban traffic estimation system. -- Chapter 5.Data, Methods, and Applications of Traffic Source Prediction. -- Chapter 6.Analyzing the spatial and temporal characteristics of subway passenger flow based on smart card data.- Chapter 7.An Initial Evaluation of the Impact of Location Obfuscation Mechanisms on Geospatial Analysis.- Chapter 8.PETRA: The Personal Transport Advisor Platform and Services.- Chapter 9.Mobility Pattern Identification Based on Mobile Phone Data.

بدون عنوان

0

متن يادداشت

This book presents papers based on the presentations and discussions at the international workshop on Big Data Smart Transportation Analytics held July 16 and 17, 2016 at Tongji University in Shanghai and chaired by Professors Ukkusuri and Yang. The book is intended to explore a multidisciplinary perspective to big data science in urban transportation, motivated by three critical observations: The rapid advances in the observability of assets, platforms for matching supply and demand, thereby allowing sharing networks previously unimaginable. The nearly universal agreement that data from multiple sources, such as cell phones, social media, taxis and transit systems can allow an understanding of infrastructure systems that is critically important to both quality of life and successful economic competition at the global, national, regional, and local levels. There is presently a lack of unifying principles and methodologies that approach big data urban systems. The workshop brought together varied perspectives from engineering, computational scientists, state and central government, social scientists, physicists, and network science experts to develop a unifying set of research challenges and methodologies that are likely to impact infrastructure systems with a particular focus on transportation issues. The book deals with the emerging topic of data science for cities, a central topic in the last five years that is expected to become critical in academia, industry, and the government in the future. There is currently limited literature for researchers to know the opportunities and state of the art in this emerging area, so this book fills a gap by synthesizing the state of the art from various scholars and help identify new research directions for further study.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783319758626

شماره استاندارد بين المللي کتاب و موسيقي

9783319758619

شماره استاندارد بين المللي کتاب و موسيقي

9783319758633

موضوع مستند نشده

Big data.

موضوع مستند نشده

Data mining.

موضوع مستند نشده

Urban transportation-- Data processing.

موضوع مستند نشده

Big data.

موضوع مستند نشده

BUSINESS & ECONOMICS / Industries / Transportation.

موضوع مستند نشده

Civil engineering, surveying & building.

موضوع مستند نشده

Data mining.

موضوع مستند نشده

Operational research.

موضوع مستند نشده

Power generation & distribution.

موضوع مستند نشده

TRANSPORTATION / Public Transportation.

موضوع مستند نشده

Urban transportation-- Data processing.

موضوع مستند نشده

BUS-- 070100

موضوع مستند نشده

KJMD

موضوع مستند نشده

KJT

موضوع مستند نشده

KJT

موضوع مستند نشده

TRA-- 009000

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Ukkusuri, Satish V. S. K.,1978-

مستند نام اشخاص تاييد نشده

Yang, Chao

تاريخ عمليات

20200823110356.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y