However, the problem seems to be much more complex, involving not only practical considerations but, more interestingly, some philosophical reasoning. It has been stressed that the linear process of hypothesis-driven discovery that characterized past decades of science has recently been replaced by the hypothesis-generating power of high- throughput, array-based technologies that provide vast and complex datasets that may be mined in various ways using emerging tools of computational biology.