First, we apply social dynamics motivated by social science theories to entity-entity sentiment analysis in unstructured text.
most previous studies focused on social media or dialogue data with overt social network structure when integrating social dynamics (Tan et al., 2011;Hu et al., 2013;West et al., 2014).