Visual analytics of sensor movement data for cheetah behaviour analysis

Designing Visual Analytics Methods for Massive Collections of Movement Data

Exploration and analysis of large data sets cannot be carried out using purely visual means but require the involvement of database technologies, computerized data processing, and computational analysis methods. An appropriate combination of these technologies and methods with visualization may facilitate synergetic work of computer and human whereby the unique capabilities of each ‘‘partner’’ ...

Implementing Visual Analytics Methods for Massive Collections of Movement Data

Chapter 13 - Visual Analytics Methods for Movement Data

The chapter considers the use of interactive visual techniques for detection of various patterns and relationships in movement data. While a variety of techniques and tools for visualisation of movement data exist, very few of them are applicable to massive data. Moreover, movement data have quite a complex structure, which necessitates the use of multiple heterogeneous displays showing differe...

Visual analytics of delays and interaction in movement data

The analysis of interaction between movement trajectories is of interest for various domains when movement of multiple objects is concerned. Interaction often includes a delayed response, making it difficult to detect interaction with current methods that compare movement at specific time intervals. We propose analyses and visualizations, on a local and global scale, of delayed movement respons...

Exploration of Massive Movement Data: a Visual Analytics Approach

To make sense from large amounts of movement data (sequences of positions of moving objects), a human analyst needs interactive visual displays enhanced with database operations and methods of computational analysis. We present a toolkit for analysis of movement data that enables a synergistic use of the three types of techniques.