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Drawing structural maps of seismic horizons is a task that requires the efficient management of a large amount of input data. Artificial Intelligence techniques can help the geophysical interpreter in the analysis and synthesis of the information available. CAFPA aims at providing an intelligent assistance to the interpreter by means of Knowledge Based System (KBS).