TY - GEN
T1 - Emotional tendency identification for micro-blog topics based on multiple characteristics
AU - Liu, Quanchao
AU - Feng, Chong
AU - Huang, Heyan
PY - 2012
Y1 - 2012
N2 - Public opinion analysis for micro-blog post is a new trend, and wherein emotional tendency analysis on micro-blog topic is a hot spot in the sentiment analysis. According to the characteristics of contents and the various relations of Chinese micro-blog post, we construct the dictionaries of sentiment words, internet slang and emoticons respectively, and then implement the sentiment analysis algorithms based on phrase path and the multiple characteristics for emotional tendency of micro-blog topics. Using micro-blogs' forwarding, commentaries, sharing and so on, We take a future step to optimize the algorithm based on the multiple characteristics. According to the experimental results, our approach greatly improves the performance of emotional tendency identification on micro-blog topic.
AB - Public opinion analysis for micro-blog post is a new trend, and wherein emotional tendency analysis on micro-blog topic is a hot spot in the sentiment analysis. According to the characteristics of contents and the various relations of Chinese micro-blog post, we construct the dictionaries of sentiment words, internet slang and emoticons respectively, and then implement the sentiment analysis algorithms based on phrase path and the multiple characteristics for emotional tendency of micro-blog topics. Using micro-blogs' forwarding, commentaries, sharing and so on, We take a future step to optimize the algorithm based on the multiple characteristics. According to the experimental results, our approach greatly improves the performance of emotional tendency identification on micro-blog topic.
UR - http://www.scopus.com/inward/record.url?scp=84883330241&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84883330241
SN - 9789791421171
T3 - Proceedings of the 26th Pacific Asia Conference on Language, Information and Computation, PACLIC 2012
SP - 280
EP - 288
BT - Proceedings of the 26th Pacific Asia Conference on Language, Information and Computation, PACLIC 2012
T2 - 26th Pacific Asia Conference on Language, Information and Computation, PACLIC 2012
Y2 - 7 November 2012 through 7 November 2012
ER -