Abstract The aim of this literature review is to examine the current state art in area citation classification. In particular, we investigate approaches for characterizing citations based on their semantic type. We conduct as a meta-analysis covering 60 scholarly articles domain. Although included some manual pioneering works review, more emphasis placed later automated methods, which use Machi...