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The rapid growth of social network gives us more opportunities to improve the personalized recommendation.There exist many data in the social network.Mining these data and utilizing these data is a difficulty work.At first,we extract the data from the social network.Then we use the link-prediction to found the possible new interactions between social network and personalized interest.