In this methodology, the selection of an appropriate similarity metric and the selection of an informative document representation are essential.
many different metrics have been studied in the literature, such as the cosine similarity (Petrović et al., 2012), the KL-Divergence (Karkali et al., 2013), and the named entities overlap (Kumaran and Allan, 2004).