Reproducible Research and GIScience: An Evaluation Using GIScience Conference Papers
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Altres documents de l'autoria: Ostermann, Frank; Nüst, Daniel; Granell, Carlos; Hofer, Barbara; Konkol, Markus
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Reproducible Research and GIScience: An Evaluation Using GIScience Conference PapersData de publicació
2021-09-14Editor
Schloss Dagstuhl Leibniz-Zentrum für Informatik GmbHISBN
9783959772082Cita bibliogràfica
OSTERMANN, Frank O., et al. Reproducible Research and GIScience: An Evaluation Using GIScience Conference Papers. In: 11th International Conference on Geographic Information Science (GIScience 2021). Schloss Dagstuhl-Leibniz-Zentrum für Informatik, 2021.Tipus de document
info:eu-repo/semantics/conferenceObjectVersió
info:eu-repo/semantics/publishedVersionParaules clau / Matèries
Resum
GIScience conference authors and researchers face the same computational reproducibility challenges
as authors and researchers from other disciplines who use computers to analyse data. Here, to
assess the reproduc ... [+]
GIScience conference authors and researchers face the same computational reproducibility challenges
as authors and researchers from other disciplines who use computers to analyse data. Here, to
assess the reproducibility of GIScience research, we apply a rubric for assessing the reproducibility
of 75 conference papers published at the GIScience conference series in the years 2012-2018. Since
the rubric and process were previously applied to the publications of the AGILE conference series,
this paper itself is an attempt to replicate that analysis, however going beyond the previous work by
evaluating and discussing proposed measures to improve reproducibility in the specific context of the
GIScience conference series. The results of the GIScience paper assessment are in line with previous
findings: although descriptions of workflows and the inclusion of the data and software suffice to
explain the presented work, in most published papers they do not allow a third party to reproduce
the results and findings with a reasonable effort. We summarise and adapt previous recommendations
for improving this situation and propose the GIScience community to start a broad discussion on
the reusability, quality, and openness of its research. Further, we critically reflect on the process of
assessing paper reproducibility, and provide suggestions for improving future assessments. [-]
Descripció
Ponencia presentada en: 11th International Conference on Geographic Information Science (GIScience 2021)
Publicat a
Libro de actas: 11th International Conference on Geographic Information Science: Part II (GIScience 2021). vol 208Drets d'accés
info:eu-repo/semantics/openAccess