Automated Quality Evaluation for a More Effective Data Peer Review

Data Science Journal

A Hense¹  A Düsterhus² 

[1] Meteorological Institute, University of Bonn;National Oceanography Centre

关键词: Data peer review;    Data publication;    Quality evaluation;    Statistical quality assurance;    Meteorological data;   

DOI  :  10.2481/dsj.14-009

学科分类：计算机科学（综合）

来源: Ubiquity Press Ltd.

【 摘 要 】

References(22)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.

【 授权许可】

Unknown