Opinion Mining Research on Chinese Micro-blog

DOI

10.2991/iset-15.2015.30How to use a DOI?

Keywords

Opinion mining, Micro-blog, Sentiment polarity, Sentiment analysis

Abstract

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 micro-blog; (2) design multiple features related to opinion target identification, containing Token, POS, WD, DDR; (3) design three kinds of different feature templates to identify feature-opinion pairs in Chinese micro-blog post. The experiments show that our approach is very effective and get better performance than the baselines.

Copyright

© 2015, 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  - Changzhi Wang
AU  - Heyan Huang
AU  - Quanchao Liu
AU  - Xiaochuan Tian
PY  - 2015/03
DA  - 2015/03
TI  - Opinion Mining Research on Chinese Micro-blog
BT  - Proceedings of the First International Conference on Information Science and Electronic Technology
PB  - Atlantis Press
SP  - 115
EP  - 120
SN  - 2352-538X
UR  - https://doi.org/10.2991/iset-15.2015.30
DO  - 10.2991/iset-15.2015.30
ID  - Wang2015/03
ER  -