Conquaire: Towards an architecture supporting continuous quality control to ensure reproducibility of research

Ayer V, Pietsch C, Vompras J, Schirrwagen J, Wiljes C, Jahn N, Cimiano P (2017)
D-Lib Magazine, CNRI (USA) 23(1/2).

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Journal Article | Original Article | Published | English
Alternative Title
Continuous quality control for research data to ensure reproducibility
Abstract
ABSTRACT Recently, analytical reproducibility in scientific research has been a keenly discussed topic within scientific research organizations and acknowledged as an important and fundamental goal to strive for. Scientific studies published recently have found that irreproducibility is widely prevalent within the research community even after releasing data openly. At Bielefeld University, nine research project groups from varied disciplines have embarked on a `reproducibility` journey by collaborating on the Conquaire project as case study partners. This paper introduces the Conquaire project. In particular, we describe the goals and objectives of the project as well as the underlying system architecture that relies on a DCVS system for storing data and on continuous integration principles to foster data quality. We describe a first prototype implementation of the system and discuss a running example to illustrate the functionality and behaviour of the system.
Publishing Year
Conference
International Conference on Theory and Practice of Digital Libraries (TPDL) , 1st International Workshop on Reproducible Open Science (RepScience2016)
Location
Hannover, Germany
Conference Date
2016-09-08 – 2016-09-09
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Ayer V, Pietsch C, Vompras J, et al. Conquaire: Towards an architecture supporting continuous quality control to ensure reproducibility of research. D-Lib Magazine, CNRI (USA). 2017;23(1/2).
Ayer, V., Pietsch, C., Vompras, J., Schirrwagen, J., Wiljes, C., Jahn, N., & Cimiano, P. (2017). Conquaire: Towards an architecture supporting continuous quality control to ensure reproducibility of research. D-Lib Magazine, CNRI (USA), 23(1/2). doi:10.1045/january2017-ayer
Ayer, V., Pietsch, C., Vompras, J., Schirrwagen, J., Wiljes, C., Jahn, N., and Cimiano, P. (2017). Conquaire: Towards an architecture supporting continuous quality control to ensure reproducibility of research. D-Lib Magazine, CNRI (USA) 23.
Ayer, V., et al., 2017. Conquaire: Towards an architecture supporting continuous quality control to ensure reproducibility of research. D-Lib Magazine, CNRI (USA), 23(1/2).
V. Ayer, et al., “Conquaire: Towards an architecture supporting continuous quality control to ensure reproducibility of research”, D-Lib Magazine, CNRI (USA), vol. 23, 2017.
Ayer, V., Pietsch, C., Vompras, J., Schirrwagen, J., Wiljes, C., Jahn, N., Cimiano, P.: Conquaire: Towards an architecture supporting continuous quality control to ensure reproducibility of research. D-Lib Magazine, CNRI (USA). 23, (2017).
Ayer, Vidya, Pietsch, Christian, Vompras, Johanna, Schirrwagen, Jochen, Wiljes, Cord, Jahn, Najko, and Cimiano, Philipp. “Conquaire: Towards an architecture supporting continuous quality control to ensure reproducibility of research”. D-Lib Magazine, CNRI (USA) 23.1/2 (2017).
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