Building emotion lexicon from weblog corpora
Changhua Yang, Kevin Lin, Hsin‐Hsi Chen · 2007
An emotion lexicon is an indispensable resource for emotion analysis. This paper aims to mine the relationships between words and emotions using weblog corpora. A collocation model is proposed to learn emotion lexicons from weblog articles. Emotion classification at sentence level is experimented by using the mined lexicons to demonstrate their usefulness.