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Exploring Reproducibility in Visualization

Jean‐Daniel Fekete, Juliana Freire

2020IEEE Computer Graphics and Applications24 citationsDOIOpen Access PDF

Abstract

The American National Academies of Sciences, Engineering, and Medicine (NASEM) has recently released the report "Reproducibility and Replicability in Science." The report has prompted discussions within many disciplines about the extent of the current adoption of reproducibility and replicability, the challenges involved in publishing reproducible results as well as strategies for improving. We organized a panel at the IEEE VIS conference 2019 to start a discussion on the reproducibility challenges faced by the visualization community and how those challenges might be addressed. In this viewpoint, we summarize key findings of the NASEM report, the panel discussion, and outline a set of recommendations for the visualization community.

Topics & Concepts

VisualizationPanel discussionComputer scienceReproducibilityData scienceSet (abstract data type)Data visualizationData miningChemistryAdvertisingBusinessChromatographyProgramming languageData Visualization and AnalyticsScientific Computing and Data ManagementMeta-analysis and systematic reviews
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