Research advance on application of clustering algorithm in name disambiguation

In recent years, name disambiguation has become one of the hot topics to be resolved in natural language processing and information extracting. This paper introduces the meaning of research and theories of name disambiguation and briefly reviews the feature extraction, similarity calculation, clustering algorithm and evaluation method which enables readers to form a preliminary understanding on name disambiguation and lay a good foundation for further research.