We attempted to do topic mining, creating new topics based on some of the key phrases used for empathy and currently this has only worked for empathetic scoring not the unhelpful or negative scoring. The unhelpful portion of the empathy scoring seems to be when there is an agent knowledge gap but still unpredictable and as you can imagine leaves us with some uncertainty of the actual empathy score.
------------------------------
Katie McCormack
------------------------------