关联爆发主题模式挖掘方法研究综述

Review on Mining Methods of Correlated Bursty Topic Patterns

简要介绍关联爆发主题模式的含义,从探测与发现爆发主题、定位爆发主题的爆发时间段以及分析和挖掘出关联的爆发主题三个方面出发,研究关联爆发主题模式挖掘的关键问题。最后,对基于文档集、基于同步文本流、以及基于异步文本流的关联爆发主题挖掘的相关研究进展进行分析。

This paper introduces the definition of correlated bursty topic patterns and studies the key issues of mining correlated bursty topic patterns such as detect bursty topics, locate bursty period of a bursty topic and discover correlated bursty topics. Finally, it analyzes the methods of mining correlated bursty topics from text collections, synchronous text streams and asynchronous text streams.