Research Output

Constructing and Evaluating Visualisation Task Classifications: Process and Considerations

  Categorising tasks is a common pursuit in the visualisation research community, with a wide variety of taxonomies, typologies, design spaces, and frameworks having been developed over the last three decades. While these classifications are universally purported to be useful in both the design and evaluation processes and in guiding future research, remarkably little attention has been paid to how these frameworks have—and can be—constructed and evaluated. In this paper we review the task classification literature and report on current practices in construction and evaluation. We consider the stages of task classification construction and identify the associated threats to validity arising at each stage and in response to the different methods employed. We provide guidance on suitable validation approaches in order to mitigate these threats. We also consider the appropriateness of evaluation strategies according to the different aspects of the classification which they evaluate. In so doing, we seek to provide guidance for developers of classifications in determining appropriate construction and evaluation strategies when developing a classification, and also for those selecting between competing classifications for use in the design and evaluation processes.

  • Type:

    Conference Paper

  • Date:

    04 July 2019

  • Publication Status:

    Published

  • DOI:

    10.1111/cgf.13167

  • ISSN:

    0167-7055

  • Library of Congress:

    QA75 Electronic computers. Computer science

  • Dewey Decimal Classification:

    006 Special Computer Methods

  • Funders:

    Edinburgh Napier Funded

Citation

Kerracher, N., & Kennedy, J. (2019). Constructing and Evaluating Visualisation Task Classifications: Process and Considerations. Computer Graphics Forum, 36(3), 47-59. https://doi.org/10.1111/cgf.13167

Authors

Keywords

Visualization, task classification, validation, evaluation,

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    Constructing and Evaluating Visualisation Task Classifications: Process and Considerations

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    This is the peer reviewed version of the following article: Kerracher, N. and Kennedy, J. (2017), Constructing and Evaluating Visualisation Task Classifications: Process and Considerations. Computer Graphics Forum, 36: 47-59, which has been published in final form at https://doi.org/10.1111/cgf.13167. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Self-Archiving

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