Graph-Based Concept Learning

Jesus A. Gonzalez, Lawrence B. Holder, and Diane J. Cook, University of Texas at Arlington, USA

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.

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