A Study on 2D and 3D Parallel Coordinates for Pattern Identification in Temporal Multivariate Data

Parallel coordinates are commonly used for non-temporal multivariate data, but there is little support for their usability for displaying temporal multivariate data. In this paper, we introduce a study evaluating the usability of 2D and 3D parallel coordinates for pattern identification in temporal...

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Bibliographic Details
Main Authors: Akram Hassan, Kahin, Ronnberg, Niklas, Forsell, Camilla, Cooper, Matthew, Johansson, Jimmy
Format: Conference Proceeding
Language:English
Subjects:
2D Parallel Coordinates
3D Parallel Coordinates
Data visualization
Temporal Data
Three-dimensional displays
Time factors
Two dimensional displays
Usability
User Evaluation
Visualization
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Description
Summary:Parallel coordinates are commonly used for non-temporal multivariate data, but there is little support for their usability for displaying temporal multivariate data. In this paper, we introduce a study evaluating the usability of 2D and 3D parallel coordinates for pattern identification in temporal multivariate data. The results indicate that 3D parallel coordinates have higher usability, as measured with higher accuracy and faster response time as well as subjective ratings, compared to 2D.
ISSN:2375-0138
DOI:10.1109/IV.2019.00033