评估信息系统中的数据可靠性

Assessing Data Reliability in an Information System

Journal of Management Information Systems · 1987
被引 84 · 同刊同年前 10%
人大 AFT50ABS 4

中文导读

从质量控制领域引入可靠性概念,开发了三种数据可靠性度量方法(内部、相对和绝对可靠性),并通过实地研究分析它们之间的关系,为评估数据库质量和用户需求合理性提供参考。

Abstract

:Information is valuable if it derives from reliable data. However, measurements for data reliability have not been widely established in the area of information systems (is).This paper attempts to draw some concepts of reliability from the field of quality control and to apply them to is. The paper develops three measurements for data reliability: internal reliability—reflects the “commonly accepted” characteristics of various data items; relative reliability—indicates compliance of data to user requirements; and absolute reliability—determines the level of resemblance of data items to reality.The relationships between the three measurements are discussed, and the results of a field study are displayed and analyzed. The results provide some insightful information on the “shape” of the database that was inspected, as well as on the degree of rationality of some user requirements. General conclusions and avenues for future research are suggested.

信息系统数据质量可靠性工程