Opinion Mining Research on Chinese Micro-blog

Changzhi Wang, Heyan Huang, Quanchao Liu, Xiaochuan Tian · Advances in computer science research · 2015

We propose to simultaneously identify opinion targets and opinion-bearing words based on multi-features in Chinese micro-blog post, and decompose our task into three phases: (1) construct opinion-bearing words dictionary and identify opinion-bearing word in a sentence from Chinese microblog; (2) design multiple features related to opinion target identification, containing Token, POS, WD, DDR; (3) design three kinds of different feature templates to identify featureopinion pairs in Chinese micro-blog post.The experiments show that our approach is very effective and get better performance than the baselines.

Read the paper · More papers on PaperTik