A Test Data Design Method for Data Quality Evaluation

DOI

10.2991/aeecs-18.2018.50How to use a DOI?

Keywords

Test case, Test data, Data Quality

Abstract

The rapid development of data analyze needs high data quality requirements. The data quality also determine the software quality. This paper proposes a test data deisgn method for evaluating data quality. The paper analyzes the data quality requirement model of typical software applications, considering the typical data quilty problem or issus. According to different evaluation characteristics, the paper proposes a test data method for quality evalaution related to data requirement. The paper also gives detailed for data design to fulfill the evlauation requirements. The method is used to test some data set and found some data issues in actual application databases.

Copyright

© 2018, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Zhenyu Liu
AU  - Qiang Chen
AU  - Lizhi Cai
PY  - 2018/03
DA  - 2018/03
TI  - A Test Data Design Method for Data Quality Evaluation
BT  - Proceedings of the 2018 2nd International Conference on Advances in Energy, Environment and Chemical Science (AEECS 2018)
PB  - Atlantis Press
SP  - 300
EP  - 304
SN  - 2352-5401
UR  - https://doi.org/10.2991/aeecs-18.2018.50
DO  - 10.2991/aeecs-18.2018.50
ID  - Liu2018/03
ER  -