Application of Requirement-oriented Data Quality Evaluation Method

被引：0

作者：

Liu, Zhenyu ^{[1
]}

Chen, Qiang ^{[1
]}

Cai, Lizhi ^{[1
]}

机构：

[1] Shanghai Dev Ctr Comp Software & Technol, Shanghai Key Lab Comp Software Testing & Evaluati, Shanghai, Peoples R China

来源：

2018 19TH IEEE/ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING AND PARALLEL/DISTRIBUTED COMPUTING (SNPD) | 2018年

关键词：

data quality; software evaluation; quality metric; evaluation method;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The data quality directly determines the data further analysis and other applications. With the important of data quality, data is a major asset in software applications and information systems. Getting and ensuring high quality data is critical to the software and related business operations. At present, there are many methods and techniques of data quality assessment or evaluation. Based on the evaluation criteria of data quality, the paper mainly starts from the needs of application software and uses the requirements as a guide in the evaluation process. Define evaluation criteria based on user-defined requirements. In this paper, the method proposed in a practical case has been applied, and achieved good practical results.

引用

页码：407 / 412

页数：6

共 16 条

[1] Measuring data management practice maturity: A community's self-assessment [J].