"Text mining"

On the need of hierarchical emotion classification: Detecting the implicit feature using constrained topic model

Nowadays in China, Sina Weibo has become the most popular microblog platform and researches about it are proposed increasingly. In this paper, the problem of emotion classification of Weibo’s posts is addressed in a hierarchical way using a …

A rule-based approach to emotion cause detection for Chinese micro-blogs

Emotion analysis and emotion cause extraction are key research tasks in natural language processing and public opinion mining. This paper presents a rule-based approach to emotion cause component detection for Chinese micro-blogs. Our research has …

Hierarchical emotion classification and emotion component analysis on chinese micro-blog posts

Text emotion analysis has long been a hot topic. With the development of social network, text emotion analysis on micro-blog posts becomes a new trend in recent years. However, most researchers classify posts into coarse-grained emotion classes, …