Recently a new class of stochastic processes, Web Markov Skeleton Processes (WMSP), has been found to be very useful in the study of information retrieval on the Web.The framework of WMSP provides us a unified mathematical instrument applicable to most of the known algorithms for ranking web pages and websites.Moreover, it is essential in designing new algorithms to handle more complex problems.