Proceedings of the First International Conference on Information Science and Electronic Technology

Opinion Mining Research on Chinese Micro-blog

Authors
Changzhi Wang, Heyan Huang, Quanchao Liu, Xiaochuan Tian
Corresponding Author
Changzhi Wang
Available Online March 2015.
DOI
https://doi.org/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.
Open Access
This is an open access article distributed under the CC BY-NC license.

Download article (PDF)

Proceedings
First International Conference on Information Science and Electronic Technology (ISET 2015)
Part of series
Advances in Computer Science Research
Publication Date
March 2015
ISBN
978-94-62520-50-9
DOI
https://doi.org/10.2991/iset-15.2015.30How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

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  - First International Conference on Information Science and Electronic Technology (ISET 2015)
PB  - Atlantis Press
UR  - https://doi.org/10.2991/iset-15.2015.30
DO  - https://doi.org/10.2991/iset-15.2015.30
ID  - Wang2015/03
ER  -