Emotional Intensity Calculation for Topical Microblog Based on Comments' Emotion
Zheng Jia, Zhengping Jin · 2015
Emotional intensity analysis is widely applied in Twitter and Microblog.Moreover, the latest approach to calculate emotional intensity of Microblog is taking Microblog as an entirety and ignoring the comments.Because most of the topical Microblog has the topic comments which include emotional intensity, it is important to take topic comments into consideration.In this paper, we solve the problem by two steps.Firstly, we construct the sentiment lexicon, and then process comments of the topic to improve accurate of emotional intensity.Secondly, we use Authentication type of Microblog to optimize emotional intensity result.The experimental results demonstrate our method to calculate Chinese Microblog emotional intensity more effectively.