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In this paper, the concept of weighted possibilistic mean of interval-valued fuzzy number is first introduced. Farther, the notions of weighted possibilistic variance, covariance and correlation of interval-valued fuzzy numbers are presented. Meantime, some important properties of them and relationships between them are studied.