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Towards Metrics for Evaluating Creativity in Visualisation Design

Human-Computer Interaction 2024-09-04 v1

Abstract

Creativity in visualisation design is essential for designers and data scientists who need to present data in innovative ways. It is often achieved through sketching or drafting low-fidelity prototypes. However, judging this innovation is often difficult. A creative visualisation test would offer a structured approach to enhancing visual thinking and design skills, which are vital across many fields. Such a test can facilitate objective evaluation, skill identification, benchmarking, fostering innovation, and improving learning outcomes. In developing such a test, we propose focusing on four criteria: Quantity, Correctness, Novelty, and Feasibility. These criteria integrate into a test that is easy to administer. We name it the Rowen Test of Creativity in Visualisation Design; We introduce the test, scoring system and results from using eight visualisation experts.

Keywords

Cite

@article{arxiv.2409.02036,
  title  = {Towards Metrics for Evaluating Creativity in Visualisation Design},
  author = {Aron E Owen and Jonathan C Roberts},
  journal= {arXiv preprint arXiv:2409.02036},
  year   = {2024}
}
R2 v1 2026-06-28T18:32:52.211Z