A healthy critical attitude: revisiting the results of a graph drawing study

Purchase, H. C. (2014) A healthy critical attitude: revisiting the results of a graph drawing study. Journal of Graph Algorithms and Applications, 18(2), pp. 281-311. (doi:10.7155/jgaa.00323)

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Abstract

This paper reports on a series of three similar graph drawing empirical studies, and describes the results of investigating subtle variations on the experimental method. Its purpose is two-fold: to report the results of the experiments, as well as to illustrate how easy it is to inadvertently make conclusions that may not stand up to scrutiny. While the results of the initial experiment were validated, instances of speculative conclusions and inherent bias were identified. This research highlights the importance of stating the limitations of any experiment, being clear about conclusions that are speculative, and not assuming that (even minor) experimental decisions will not affect the results.

Item Type:Articles
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Purchase, Dr Helen
Authors: Purchase, H. C.
College/School:College of Science and Engineering > School of Computing Science
Journal Name:Journal of Graph Algorithms and Applications
Publisher:Brown University
ISSN:1526-1719

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