基于AHP的装备试验数据质量评估方法研究
Research on Evaluation Method of Equipment Test Data Quality Based on AHP
陈磊 1霍烁烁 1刘镇瑜 1燕明亮 1李咏晋1
作者信息
摘要
数据质量评估是装备试验数据工程建设中的重要环节,论文根据装备试验数据特点,构建了装备试验数据质量评估指标体系,提出了一种基于AHP与规则库相结合的数据质量评估算法,算法首先通过AHP方法确定指标权重,然后建立基于数据质量指标的质量检测规则库,并根据规则进行数据质量评估.通过测试表明,该算法的评价结果客观合理有效.
Abstract
Data quality evaluation is an important link in the construction of equipment test data engineering.According to the characteristics of equipment test data,this paper constructs the equipment test data quality evaluation index system,and proposes a data quality evaluation algorithm based on the combination of AHP and rule base.The algorithm first determines the index weight through AHP method,and then establishes the quality inspection rule base based on data quality index,and evaluates the data qual-ity according to the rules.The test shows that the evaluation result of the algorithm is objective,reasonable and effective.
关键词
数据质量/指标体系/AHP规则Key words
data quality/index system/AHP rules引用本文复制引用
出版年
2024
国家科技期刊平台
NSTL
万方数据