Adding second-order co-occurrences (lines 6-11): Optionally, we create an auxiliary copy V (0) of V. For each word w ∈ V (0) we augment V with those words w which are strongly related to w in the text corpus.
we add w to V if both Equations (2) are satisfied for the pair of words w and w .