Semantic Similarity II: Vector Space Measures
Words can be expressed in different spaces: document space, word space and modifier space.
Similarity measures for binary vectors: matching coefficient, Dice coefficient, Jaccard (or Tanimoto) coefficient, Overlap coefficient and cosine.
Similarity measures for the real-valued vector space: cosine, Euclidean Distance, normalized correlation coefficient