The Emotion Analysis on the Chinese Comments from News portal and Forums

DOI

10.2991/essaeme-16.2016.121How to use a DOI?

Keywords

Chinese comments; emotion analysis; emotion lexicon.

Abstract

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.

Copyright

© 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/).

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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  -