TY - GEN
T1 - Sentiment classification for chinese product reviews using an unsupervised internet-based method
AU - Zhang, Zi Qiong
AU - Li, Yi Jun
AU - Ye, Qiang
AU - Law, Rob
PY - 2008
Y1 - 2008
N2 - Sentiment classification aims at mining opinions of customers for a certain product by automatically classifying the reviews into positive or negative opinions. With the fast developing of World Wide Web applications, sentiment classification would have huge opportunity to help automatic analysis of customers' opinions from the web information. Opinion mining will benefit both consumers and sellers. Up to now, it is still a complicated task with great challenge. Though some pioneer researches explored the approaches for English review classification, few works have been done on sentiment classification for Chinese reviews. In this paper, we focus on a specific domain - cell phone review and propose an Internet-based approach for Chinese product review mining. The experimental results show the effectiveness of the proposed approach in sentiment classification for Chinese product reviews.
AB - Sentiment classification aims at mining opinions of customers for a certain product by automatically classifying the reviews into positive or negative opinions. With the fast developing of World Wide Web applications, sentiment classification would have huge opportunity to help automatic analysis of customers' opinions from the web information. Opinion mining will benefit both consumers and sellers. Up to now, it is still a complicated task with great challenge. Though some pioneer researches explored the approaches for English review classification, few works have been done on sentiment classification for Chinese reviews. In this paper, we focus on a specific domain - cell phone review and propose an Internet-based approach for Chinese product review mining. The experimental results show the effectiveness of the proposed approach in sentiment classification for Chinese product reviews.
KW - Chinese product review
KW - Internet-based algorithm
KW - PMI-IR
KW - Sentiment classification
UR - https://www.scopus.com/pages/publications/57649219190
U2 - 10.1109/ICMSE.2008.4668885
DO - 10.1109/ICMSE.2008.4668885
M3 - 会议稿件
AN - SCOPUS:57649219190
SN - 9781424423873
T3 - 2008 International Conference on Management Science and Engineering 15th Annual Conference Proceedings, ICMSE
SP - 3
EP - 9
BT - 2008 International Conference on Management Science and Engineering 15th Annual Conference Proceedings, ICMSE
T2 - 2008 International Conference on Management Science and Engineering 15th Annual Conference, ICMSE
Y2 - 10 September 2008 through 12 September 2008
ER -