Building on graph theory extensively elaborated in the past fifty years (e.g., Bondy and Murty, 1976 or West, 2001), our work is similar to Beveridge & Shan (2016), in particular, in terms of the weighted degree measure, and to Park et al. (2012), in terms of distance measure for detecting closely related characters in a text.