Visual Analytics of Movement

Nonfiction, Computers, Database Management, General Computing
Cover of the book Visual Analytics of Movement by Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel, Springer Berlin Heidelberg
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel ISBN: 9783642375835
Publisher: Springer Berlin Heidelberg Publication: September 20, 2013
Imprint: Springer Language: English
Author: Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel
ISBN: 9783642375835
Publisher: Springer Berlin Heidelberg
Publication: September 20, 2013
Imprint: Springer
Language: English

Many important planning decisions in society and business depend on proper knowledge and a correct understanding of movement, be it in transportation, logistics, biology, or the life sciences. Today the widespread use of mobile phones and technologies like GPS and RFID provides an immense amount of data on location and movement.  What is needed are new methods of visualization and algorithmic data analysis that are tightly integrated and complement each other to allow end-users and analysts to extract useful knowledge from these extremely large data volumes.

This is exactly the topic of this book. As the authors show, modern visual analytics techniques are ready to tackle the enormous challenges brought about by movement data, and the technology and software needed to exploit them are available today.

The authors start by illustrating the different kinds of data available to describe movement, from individual trajectories of single objects to multiple trajectories of many objects, and then proceed to detail a conceptual framework, which provides the basis for a fundamental understanding of movement data. With this basis, they move on to more practical and technical aspects, focusing on how to transform movement data to make it more useful, and on the infrastructure necessary for performing visual analytics in practice. In so doing they demonstrate that visual analytics of movement data can yield exciting insights into the behavior of moving persons and objects, but can also lead to an understanding of the events that transpire when things move. Throughout the book, they use sample applications from various domains and illustrate the examples with graphical depictions of both the interactive displays and the analysis results.

In summary, readers will benefit from this detailed description of the state of the art in visual analytics in various ways. Researchers will appreciate the scientific precision involved, software technologists will find essential information on algorithms and systems, and practitioners will profit from readily accessible examples with detailed illustrations for practical purposes.

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

Many important planning decisions in society and business depend on proper knowledge and a correct understanding of movement, be it in transportation, logistics, biology, or the life sciences. Today the widespread use of mobile phones and technologies like GPS and RFID provides an immense amount of data on location and movement.  What is needed are new methods of visualization and algorithmic data analysis that are tightly integrated and complement each other to allow end-users and analysts to extract useful knowledge from these extremely large data volumes.

This is exactly the topic of this book. As the authors show, modern visual analytics techniques are ready to tackle the enormous challenges brought about by movement data, and the technology and software needed to exploit them are available today.

The authors start by illustrating the different kinds of data available to describe movement, from individual trajectories of single objects to multiple trajectories of many objects, and then proceed to detail a conceptual framework, which provides the basis for a fundamental understanding of movement data. With this basis, they move on to more practical and technical aspects, focusing on how to transform movement data to make it more useful, and on the infrastructure necessary for performing visual analytics in practice. In so doing they demonstrate that visual analytics of movement data can yield exciting insights into the behavior of moving persons and objects, but can also lead to an understanding of the events that transpire when things move. Throughout the book, they use sample applications from various domains and illustrate the examples with graphical depictions of both the interactive displays and the analysis results.

In summary, readers will benefit from this detailed description of the state of the art in visual analytics in various ways. Researchers will appreciate the scientific precision involved, software technologists will find essential information on algorithms and systems, and practitioners will profit from readily accessible examples with detailed illustrations for practical purposes.

More books from Springer Berlin Heidelberg

Cover of the book Mädchen im Netz by Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel
Cover of the book Lern- und Gedächtnispsychologie by Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel
Cover of the book Be Beryllium by Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel
Cover of the book Atmospheric and Aerosol Chemistry by Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel
Cover of the book Strategy and Communication for Innovation by Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel
Cover of the book Applied Multivariate Statistics in Geohydrology and Related Sciences by Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel
Cover of the book Structural Chemistry of Silicates by Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel
Cover of the book Trusted Web 4.0 - Konzepte einer digitalen Gesellschaft by Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel
Cover of the book Scientific Research in Information Systems by Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel
Cover of the book (Endo)symbiotic Methanogenic Archaea by Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel
Cover of the book Therapy of Viral Infections by Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel
Cover of the book Cryptographic Hardware and Embedded Systems – CHES 2016 by Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel
Cover of the book Mine Wastes by Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel
Cover of the book Volcanism by Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel
Cover of the book Elektrische Maschinen by Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel
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