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Then, according to the concept of the cross entropy, the relative closeness degree is defined to determine the ranking order of all alternatives by calculating the cross entropy to both the interval positive-ideal solution (IPIS) and interval negative-ideal solution (INIS) simultaneously. At last, a numerical example for evaluating the art education teaching quality is provided to illustrate the proposed method. 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