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A case-based reasoning approach for enterprise dynamic alliance organization is studied in this paper. We emphasize on choosing partners according to product demands and history records instead of large indicators' value evaluated by different algorithms. A way of calculating the similarity degree based on grey-relational theory and fuzzy-set theory is put forward. Thus, similar cases can be procured easily and accurately. The way of establishing case base and detailed algorithm is discussed.