We address the problem of discovering fuzzy subsumption relations between concepts from different concept hierarchies. We investigate two approximate reasoning schemes which aim at improving of the fuzzy subsumption relation assessment. The first scheme utilizes the structure of a concept hierarchy and the second takes advantage of a Google-based dissimilarity measure. We present the results of...