2 Lin (1998), in developing a methodology for evaluating the quality of thesauri, defined a word vector space that moved beyond simple co-occurrence by integrating information about the relations between the word and its co-occurrents.
a word's vector was defined by the number of times that word occurred within a set of (word, relation, word) tuples.