On semantic weighting and decomposition techniques for XML schemas

被引:0
|
作者
Chen, YF [1 ]
Kuo, CCJ [1 ]
机构
[1] Univ So Calif, Integrated Media Syst Ctr, Los Angeles, CA 90089 USA
来源
关键词
software reuse; XML schema; XML reuse; XML decomposition; schema management; schema decomposition; schema mining; semantic weighting; graph mining;
D O I
10.1117/12.570823
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Techniques for semantic weighting and decomposition of XML schemas are investigated in this work for their efficient management. Two approaches are proposed to calculate the weights of XML elements. The first one is based on the analysis of links and their attributes while the other one is based on the information propagated from all reachable nodes. We analyze the influence of different types of links on the weights of XML elements. The weights of XML elements are then used to decompose an XML schema and to choose representatives of decomposed clusters. These two methods provide consistent results. The decomposition of an XML schema can be conducted via two methods: the repetition-based decomposition and the weight-based decomposition. It is shown that the weight-based solution can achieve a inulti-resolution decomposition result.
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页码:100 / 110
页数:11
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