Link prediction using time series of neighborhood-based node similarity scores

    Data Mining and Knowledge Discovery, Volume 30, Issue 1, 2015.

    Cited by: 27|Bibtex|Views19|Links
    EI
    Keywords:
    Network dataEvolving networksSocial networksLink predictionTime seriesMore(1+)

    Abstract:

    We propose a link prediction method for evolving networks. Our method first computes a number of different node similarity scores (e.g. Common Neighbor, Preferential Attachment, Adamic–Adar, Jaccard) and their weighted versions, for different past time periods. In order to predict the future node similarity scores, a powerful time series ...More

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