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Research Papers

Automated Quality Evaluation for a More Effective Data Peer Review

Authors
  • A Düsterhus
  • Hense A

Abstract

A peer review scheme comparable to that used in traditional scientific journals is a major element missing in bringing publications of raw data up to standards equivalent to those of traditional publications. This paper introduces a quality evaluation process designed to analyse the technical quality as well as the content of a dataset. This process is based on quality tests, the results of which are evaluated with the help of the knowledge of an expert. As a result, the quality is estimated by a single value only. Further, the paper includes an application and a critical discussion on the potential for success, the possible introduction of the process into data centres, and practical implications of the scheme.
Year: 2014
Volume 13
Page/Article: 67-78
DOI: 10.2481/dsj.14-009
Published on Jun 5, 2014
Peer Reviewed