Abstract: This paper focuses on analyzing the classification of knowledge for thematic data generalization. And production-rule method in artificial intelligence is employed in representing generalization knowledge as generalization rules and a framework describes the whole process to build the rule system for thematic data generalization. A case study shows two different results after generalization with and without rules.