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Temporal Link Prediction Using Matrix and Tensor Factorizations

ACM Transactions on Knowledge Discovery From Data, no. 2 (2011): ArticleNo.10-ArticleNo.10

引用419|浏览90
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摘要

The data in many disciplines such as social networks, Web analysis, etc. is link-based, and the link structure can be exploited for many different data mining tasks. In this article, we consider the problem of temporal link prediction: Given link data for times 1 through T, can we predict the links at time T + 1? If our data has underlyin...更多

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