A metadata approach to statistical query processing

被引:2
|
作者
Froeschl, KA [1 ]
机构
[1] UNIV VIENNA, INST STAT OPERAT RES & COMP VERFAHREN, A-1010 VIENNA, AUSTRIA
关键词
metadata; data integration; generalized statistical tables; formal table derivation;
D O I
10.1007/BF00161570
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Concerning the task of integrating census and survey data from different sources as it is carried out by supranational statistical agencies, a formal metadata approach is investigated which supports data integration and table processing simultaneously. To this end, a metadata model is devised such that statistical query processing is accomplished by means of symbolic reasoning on machine-readable, operative metadata. As in databases, statistical queries are stated as formal expressions specifying declaratively what the intended output is; the operations necessary to retrieve appropriate available source data and to aggregate source data into the requested macrodata are derived mechanically. Using simple mathematics, this paper focuses particularly on the metadata model devised to harmonize semantically related data sources as well as the table model providing the principal data structure of the proposed system. Only an outline of the general design of a statistical information system based on the proposed metadata model is given and the state of development is summarized briefly.
引用
收藏
页码:11 / 29
页数:19
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