Integrates several complementary properties in a novel vector space model. IntelliGO provides a customizable and comprehensive method for quantifying gene similarity based on Gene Ontology (GO) annotations. The ability of the tool to express the biological cohesion of sets of genes compares favourably to four existing similarity measures. For inter-set comparison, it consistently discriminates between distinct sets of genes. It allows the influence of weights assigned to evidence codes to be checked.