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Titlebook: Visual Analytics of Movement; Gennady Andrienko,Natalia Andrienko,Stefan Wrobel Book 2013 Springer-Verlag Berlin Heidelberg 2013 Data Anal

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书目名称Visual Analytics of Movement
编辑Gennady Andrienko,Natalia Andrienko,Stefan Wrobel
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概述Presents a multidisciplinary approach, combining methods from e.g. visualization, data mining, cartography, and geographical information science.Introduces a general conceptual framework for the analy
图书封面Titlebook: Visual Analytics of Movement;  Gennady Andrienko,Natalia Andrienko,Stefan Wrobel Book 2013 Springer-Verlag Berlin Heidelberg 2013 Data Anal
描述.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, focusi
出版日期Book 2013
关键词Data Analysis; GIS; Geographical Information Systems; Information Visualization; Knowledge Discovery; Mob
版次1
doihttps://doi.org/10.1007/978-3-642-37583-5
isbn_softcover978-3-662-50728-5
isbn_ebook978-3-642-37583-5
copyrightSpringer-Verlag Berlin Heidelberg 2013
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Transformations of Movement Data,sk or required by an analytical tool. Some transformations change the structure of the data. In the previous chapter, we have introduced a formal representation for data structures based on the components . (objects), in particular, moving objects . and spatial events ., . (space), . (time), and . (
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Visual Analytics Focusing on Movers,l space of features (attribute values) as measures of object dissimilarity. We argue for the use of a library of relatively simple distance functions addressing different properties of trajectories. We describe several distance functions that are useful in analysing trajectories and present an analy
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Visual Analytics Focusing on Spatial Events,epresent clusters of events by compositions of circle sectors radiating from a common centre. The angular position of a sector represents the position of the respective event in a temporal cycle and the length (radius) the event duration. Overlapping of several sectors shows event density..Spatial e
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Gennady Andrienko,Natalia Andrienko,Peter Bak,Daniel Keim,Stefan Wrobel zu jeder Maß- und Stellungnahme sind analytische Untersuchungen, die ein einwandfreies Bild der vorliegenden Tatsachen vermitteln. 1. 1 Begründung der Wahl von Schwefeldioxyd als in der vorliegenden Arbeit ausschließlich behandelter Bestandteil verunreinigter Luft Die schädlichen Wirkungen der Rauchgase sind978-3-663-03402-5978-3-663-04591-5
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