Although qualitative and ill-defined in its nature, the concept of sim
ilarity played an important role in the formulation of many basic conc
epts and notions of chemistry. The revival of the interest in the use
of similarity ideas in chemistry arises from the recent efforts at fin
ding the quantitative measures of molecular alikeness. The application
s of these quantitative similarity measures in various fields of chemi
stry are reviewed.