Graph-Based Concept Learning

We introduce the graph-based relational concept learner SubdueCL. We start with a brief description of other graph-based learning systems: the Galois lattice, Conceptual Graphs, and the Subdue system. We then present our new system SubdueCL and finally we show some preliminary results of a comparison of SubdueCL with the two Inductive Logic Programming (ILP) systems Foil and Progol.

• Type: Conference
• Year: 2001
• Where: FLAIRS
• Authors: Jesus A. Gonzalez, Lawrence B. Holder, Diane J. Cook
• Keywords: Artificial Intelligence, FLAIRS 2001, Graph-based Learning Systems, Graph-based Relational Concept, Inductive Logic Programming