The State of Reproducibility Stamps for Visualization Research Papers - Analysis and Visualization
Communication Dans Un Congrès Année : 2024

The State of Reproducibility Stamps for Visualization Research Papers

Tobias Isenberg

Résumé

I analyze the evolution of papers certified by the Graphics Replicability Stamp Initiative (GRSI) to be reproducible, with a specific focus on the subset of publications that address visualization-related topics. With this analysis I show that, while the number of papers is increasing overall and within the visualization field, we still have to improve quite a bit to escape the replication crisis. I base my analysis on the data published by the GRSI as well as publication data for the different venues in visualization and lists of journal papers that have been presented at visualization-focused conferences. I also analyze the differences between the involved journals as well as the percentage of reproducible papers in the different presentation venues. Furthermore, I look at the authors of the publications and, in particular, their affiliation countries to see where most reproducible papers come from. Finally, I discuss potential reasons for the low reproducibility numbers and suggest possible ways to overcome these obstacles. This paper is reproducible itself, with source code and data available from github.com/tobiasisenberg/Visualization-Reproducibility as well as a free paper copy and all supplemental materials at osf.io/mvnbj.
Fichier principal
Vignette du fichier
final-author-version.pdf (2.25 Mo) Télécharger le fichier
Vignette du fichier
figure01.png (351.02 Ko) Télécharger le fichier
Origine Fichiers produits par l'(les) auteur(s)
licence
Copyright (Tous droits réservés)
Format Figure, Image
licence

Dates et versions

hal-04697010 , version 1 (13-09-2024)

Licence

Copyright (Tous droits réservés)

Identifiants

Citer

Tobias Isenberg. The State of Reproducibility Stamps for Visualization Research Papers. BELIV Workshop 2024 - evaluation and BEyond - methodoLogIcal approaches for Visualization, IEEE Computer Society, Oct 2024, St. Pete Beach, Florida, United States. ⟨hal-04697010⟩
0 Consultations
0 Téléchargements

Altmetric

Partager

More