A Link-Based Method for Propositionalization
Abstract
Propositionalization, a popular technique in Inductive Logic Programming, aims at converting a relational problem into an attribute-value one. An important facet of propositionalization consists in building a set of relevant features. To this end we propose a new method, based on a synthetic representation of the database, modeling the links between connected ground atoms.