Spatio-Temporal Graph Data Analytics

Autor: Venkata M. V. Gunturi, Shashi Shekhar

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer International Publishing AG

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This book highlights some of the unique aspects of spatio-temporal graph data from the perspectives...

Informácie o knihe

Autor

Venkata M. V. Gunturi, Shashi Shekhar

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2019

Stránok

100

EAN

9783319884868

Enbook ID

21072759

Vydavateľ

Springer International Publishing AG

Hmotnosť

186

Rozmery

155 x 235 x 7

Kompletný popis

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.

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Spatio-Temporal Graph Data Analytics

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