KolmoGNUS is a simple yet powerful cross-platform program which recommends links to the user based on his tastes. Links are taken from selected del.icio.us feeds, and user tastes are learned with a bayesian inference technique. The program comes with a simple TK interface for easy opening and rating of the links.
This simple concept allows to chose links based both on content and collaborative filtering. It quickly gives very good, personalized recommendations.