They have been used for both rule-based (Taboada et al., 2011) and unsupervised (Turney, 2002;Hu and Liu, 2004; or supervised (Mohammad et al., 2013;Tang et al., 2014b;Vo and Zhang, 2015) machine-learning-based sentiment analysis.
constructing sentiment lexicons is one important research task in sentiment analysis.