Abstract: When rule base is sparse, we cannot get any reasoning result by traditional fuzzy reasoning method for an observation is in the gap between two neighboring antecedents. Authors have proved that fuzzy reasoning is really equal to a interpolation. Hence Koc

Key words: Fuzzy set, Core and similarity, Sparse fuzzy reasoning