| Term Weighting and Sentiment Analysis | It consists of WordNet synsets, where each synset is assigned three probability scores that add up to 1: positive, negative, and objective. |
| Term Weighting and Sentiment Analysis | These scores are assigned at sense level ( synsets in WordNet), and we use the following equations to assess the sentiment scores at the word level. |
| Term Weighting and Sentiment Analysis | where synset(w) is the set of synsets of w and SWN 1208(3), SWNNeg(s) are positive and negative scores of a synset in SentiWordNet. |