The Emotion Analysis on the Chinese Comments from News portal and Forums
Jiawei Shen, Wenjun Wang, Yueheng Sun
Available Online August 2016.
- 10.2991/essaeme-16.2016.121How to use a DOI?
- Chinese comments; emotion analysis; emotion lexicon.
The people's emotion reflect their attitude towards life and society. This paper proposes an approach to measure the positive emotion of Chinese comments from news portal and forums. A large emotion lexicon is first built by the Point mutual information (PMI) and expression symbols, and the method to calculate the emotion values of each comment is also provided based on this lexicon. Experiments on manual annotation dataset show that our method achieves important improvement compared with the baseline. Finally, we investigate the emotional differences among users' comments from different web sources, and find that the more strict the rules of the network platform, the more positive the user comments.
- © 2016, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Jiawei Shen AU - Wenjun Wang AU - Yueheng Sun PY - 2016/08 DA - 2016/08 TI - The Emotion Analysis on the Chinese Comments from News portal and Forums BT - Proceedings of the 2016 International Conference on Economics, Social Science, Arts, Education and Management Engineering PB - Atlantis Press SP - 580 EP - 585 SN - 2352-5398 UR - https://doi.org/10.2991/essaeme-16.2016.121 DO - 10.2991/essaeme-16.2016.121 ID - Shen2016/08 ER -