Notice that the use of Top 6k words from our connotation lexicon along with OpinionFinder lexicon boost the performance up to 78.0%, which is significantly better than than 71.4% using only the conventional OpinionFinder lexicon.
we investigate the use of HITS algorithm (Section 4), and PageRank (Section 5).