Spatio-Temporal Graph Data Analytics

Nonfiction, Science & Nature, Technology, Power Resources, Computers, Database Management, General Computing
Cover of the book Spatio-Temporal Graph Data Analytics by Venkata M. V. Gunturi, Shashi Shekhar, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Venkata M. V. Gunturi, Shashi Shekhar ISBN: 9783319677712
Publisher: Springer International Publishing Publication: December 15, 2017
Imprint: Springer Language: English
Author: Venkata M. V. Gunturi, Shashi Shekhar
ISBN: 9783319677712
Publisher: Springer International Publishing
Publication: December 15, 2017
Imprint: Springer
Language: English

This book highlights some of the unique aspects of spatio-temporal graph data from the perspectives of modeling and developing scalable algorithms. The authors discuss in the first part of this book, the semantic aspects of spatio-temporal graph data in two application domains, viz., urban transportation and social networks. Then the authors present representational models and data structures, which can effectively capture these semantics, while  ensuring support for computationally scalable algorithms.

In the first part of the book, the authors describe algorithmic development issues in spatio-temporal graph data. These algorithms internally use the semantically rich data structures developed in the earlier part of this book. Finally, the authors introduce some upcoming spatio-temporal graph datasets, such as engine measurement data, and discuss some open research problems in the area. 

This book will be useful as a secondary text for advanced-level students entering into relevant fields of computer science, such as transportation and urban planning. It may also be useful for  researchers and practitioners in the field of navigational algorithms.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book highlights some of the unique aspects of spatio-temporal graph data from the perspectives of modeling and developing scalable algorithms. The authors discuss in the first part of this book, the semantic aspects of spatio-temporal graph data in two application domains, viz., urban transportation and social networks. Then the authors present representational models and data structures, which can effectively capture these semantics, while  ensuring support for computationally scalable algorithms.

In the first part of the book, the authors describe algorithmic development issues in spatio-temporal graph data. These algorithms internally use the semantically rich data structures developed in the earlier part of this book. Finally, the authors introduce some upcoming spatio-temporal graph datasets, such as engine measurement data, and discuss some open research problems in the area. 

This book will be useful as a secondary text for advanced-level students entering into relevant fields of computer science, such as transportation and urban planning. It may also be useful for  researchers and practitioners in the field of navigational algorithms.

More books from Springer International Publishing

Cover of the book Grenfell Tower by Venkata M. V. Gunturi, Shashi Shekhar
Cover of the book Audiovisual Quality Assessment and Prediction for Videotelephony by Venkata M. V. Gunturi, Shashi Shekhar
Cover of the book Passive and Active Measurement by Venkata M. V. Gunturi, Shashi Shekhar
Cover of the book Social Entrepreneurship as Sustainable Development by Venkata M. V. Gunturi, Shashi Shekhar
Cover of the book Atlas of Trace Fossils in Well Core by Venkata M. V. Gunturi, Shashi Shekhar
Cover of the book Robotic Manipulators and Vehicles by Venkata M. V. Gunturi, Shashi Shekhar
Cover of the book Climate Change Vulnerability in Southern African Cities by Venkata M. V. Gunturi, Shashi Shekhar
Cover of the book Formal Methods and Software Engineering by Venkata M. V. Gunturi, Shashi Shekhar
Cover of the book Birational Geometry of Foliations by Venkata M. V. Gunturi, Shashi Shekhar
Cover of the book Business Modeling and Software Design by Venkata M. V. Gunturi, Shashi Shekhar
Cover of the book Fuzzy Classification of Online Customers by Venkata M. V. Gunturi, Shashi Shekhar
Cover of the book Ecology of Marine Ports of the Black and Azov Sea Basin by Venkata M. V. Gunturi, Shashi Shekhar
Cover of the book Food Security Governance in the Arctic-Barents Region by Venkata M. V. Gunturi, Shashi Shekhar
Cover of the book Educational Leaders Without Borders by Venkata M. V. Gunturi, Shashi Shekhar
Cover of the book Reading Books and Prints as Cultural Objects by Venkata M. V. Gunturi, Shashi Shekhar
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy