Among these, the cosine was the most frequently-used measure in the comparison of semantic similarity (Curran, 2004;Manning & Schütze, 1999, p. 299).
a pairwise cosine similarity matrix was generated and submitted to hierarchical clustering, using Ward's amalgamation rule.