Data Science Tools for Monitoring the Global Repository Eco-System and its Lines of Evolution

Summann F, Czerniak A, Schirrwagen J, Pieper D (2020) .

Preprint | Englisch
 
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Abstract / Bemerkung
The global network of scholarly repositories can already look back on a more than twenty-year-old history of publishing and disseminating scientific publications and related material. During this period of time, a lot of developments happened with respect to technical optimizations and the extension of contents. It is crucial to observe and analyze this evolution to draw conclusions for the further development of repositories. The basis for such an analysis is data. The OAI service provider Bielefeld Academic Search Engine (BASE) started indexing repositories in 2004 and has collected metadata on repositories as well. This paper will introduce the main features of a planned repository monitoring system. The data has been collected since 2004 and covers basic repository metadata as well as publication metadata of a repository. This information allows a deep analysis of many indicators in different logical combinations. This paper sketches the system approach and the integration of data science techniques. It describes the intended monitoring system and shows the first results.
Erscheinungsjahr
2020
Page URI
https://pub.uni-bielefeld.de/record/2941546

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Summann F, Czerniak A, Schirrwagen J, Pieper D. Data Science Tools for Monitoring the Global Repository Eco-System and its Lines of Evolution. 2020.
Summann, F., Czerniak, A., Schirrwagen, J., & Pieper, D. (2020). Data Science Tools for Monitoring the Global Repository Eco-System and its Lines of Evolution
Summann, F., Czerniak, A., Schirrwagen, J., and Pieper, D. (2020). Data Science Tools for Monitoring the Global Repository Eco-System and its Lines of Evolution.
Summann, F., et al., 2020. Data Science Tools for Monitoring the Global Repository Eco-System and its Lines of Evolution.
F. Summann, et al., “Data Science Tools for Monitoring the Global Repository Eco-System and its Lines of Evolution”, 2020.
Summann, F., Czerniak, A., Schirrwagen, J., Pieper, D.: Data Science Tools for Monitoring the Global Repository Eco-System and its Lines of Evolution. (2020).
Summann, Friedrich, Czerniak, Andreas, Schirrwagen, Jochen, and Pieper, Dirk. “Data Science Tools for Monitoring the Global Repository Eco-System and its Lines of Evolution”. (2020).

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