基于属性关系图的同名实体区分算法
收稿日期: 2010-03-13
修回日期: 2010-06-14
网络出版日期: 2010-09-08
基金资助
国家自然科学基金资助项目(60673136)
An Algorithm Based on Attributed Relational Graphs for Name Disambiguation
Received date: 2010-03-13
Revised date: 2010-06-14
Online published: 2010-09-08
郝丹丹,郭景峰,郑超 . 基于属性关系图的同名实体区分算法[J]. 计算机工程与科学, 2010 , 32(9) : 61 -64 . DOI: 10.3969/j.issn.1007130X.2010.
The problem of name sharing is widespread in largescale databases or digital libraries,and it causes many research troubles. We propose a graph module named Attributed Relational Graph to describe the figures and links between entities,then we apply an algorithm named ARGResolution based on Attributed Relational Graph to distinct the entities having the same name. The algorithm analyzes the entities and clusters them according to the similarity measure,and eventually gets a set of clusters that correspond to the real entity respectively. The experiment over real datasets shows that mining the links can improve the quality of name disambiguation and resolve the problem successfully.
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