异构数据库相似语义属性聚类过程研究

Research of similar semantic attribute clustering process in heterogeneous database

对异构数据库相似语义属性聚类过程及其关键技术进行研究,在词频-逆文件频率的基础上,提出数值类型属性信息的槽频率-逆文件频率处理方法,分别应用于文本信息和数值信息的相似语义属性聚类过程。研究结果表明:使用词频-逆文件频率和槽频率-逆文件频率方法相结合是异构数据库相似语义属性聚类实现的一种有效方法。

The key technology of the similar semantic attribute clustering process in the heterogeneous database was researched.On the basis of the term frequency-inverse document frequency,the processing method of bin frequency-inverse document bin frequency was proposed,which was applied in similar semantic attribute clustering prosess of the text information and numerical information.The results show that the method using term frequency–inverse document frequency and bin frequency-inverse document bin frequency is effective to the process of the similar semantic attribute clustering in the heterogeneous database.