文章基本信息

标题：IMPLEMENTING MULTICAST DATA LINKAGE WITH ONE CLASS CLUSTERING TREE (OCCT)
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作者：Singaravelan, S. ; Murugan, D. ; Mayakrishnan, R. 等
期刊名称：INFORMATOLOGIA
印刷版ISSN：1330-0067
出版年度：2016
卷号：49
期号：1-2
页码：74-78
语种：English
出版社：Social sciences; Information sciences;
摘要：Record linkage is traditionally performed among the entities of same type. It can be done based on entities that may or may not share a common identifier. In this paper we propose a new linkage method that performs linkage between matching entities of different data types as well. The proposed technique is based on one-class clustering tree that characterizes the entities which are to be linked. The tree is built in such a way that it is easy to understand and can be transformed into association rules. The data is split using four splitting criteria. The proposed system results better in performance of precision and recall.
关键词：record linkage; clustering; OCCT