While most computer science research in this field has focused on strict positive/negative sentiment analysis, the three dominant theories (Marsella et al., 2010;Stelmack and Stalikas, 1991) of emotion agree that humans express or operate with much more nuanced emotion representations.
tweets or reviews, in recent times, include non-standard representations of emotion like emoticons, emojis etc.