While text mining on comment archive may provide important information to the recommendation engine, even for fresh users, the integration of such information adds new complexity and challenges to the system, since the text mining results are not directly useful to the recommendation algorithms.
most of the opinion mining techniques available in the literature (Liu and Zhang, 2012;Melville et al., 2002) do not distinguish attributes on user preference from attributes of items.