A MODEL OF THE DATA (LIFE) CYCLES WITH APPLICATION TO QUALITY

被引:22
作者
LEVITIN, AV [1 ]
REDMAN, TC [1 ]
机构
[1] AT&T BELL LABS,HOLMDEL,NJ 07733
关键词
DATA LIFE-CYCLE; DATA QUALITY;
D O I
10.1016/0950-5849(93)90069-F
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The purpose of the paper is to present a new model of the data life-cycle. Such a model is needed to clarify activities involving data, from its creation through use, and to establish the relationships of these activities to one another. The proposed model features four principal data cycles: the acquisition cycle includes activities that create and store data, the usage cycle includes activities that retrieve and use data, and the two kinds of the combined cycles incorporate both acquisition and usage activities. The model also includes quality checkpoints and feedback loops. These are particularly useful in clarifying data quality issues.
引用
收藏
页码:217 / 223
页数:7
相关论文
共 25 条
[2]  
Chaudhuri A., 1992, SURVEY SAMPLING THEO
[3]  
DAVIS GB, 1985, MANAGEMENT INFORMATI
[4]   FITTING REALITY INTO A DATABASE MOLD - RULES FOR DATA-COLLECTION [J].
FIDEL, R ;
CRANDALL, M .
INFORMATION SYSTEMS, 1989, 14 (02) :141-149
[5]  
FIDEL R, 1987, DATABASE DESIGN INFO
[6]  
FOX CJ, IN PRESS INF PROCESS
[7]  
GUY DM, 1986, AUDIT SAMPLING INTRO
[8]  
Hammer C., 1981, Information and Management, V4, P71, DOI 10.1016/0378-7206(81)90003-3
[9]  
HIGHSMITH J, 1981, DATAMATION, V27, P187
[10]  
HORTON FW, 1985, INFORMATION RESOURCE