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  1. 1 ASK. Research and Methods

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  1. 1 Bojanowski M.

  2. 1 Chroł B.

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  1. 1 2020

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Proximity-based Methods for Link Prediction in Graphs with R package 'linkprediction'

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Bojanowski M., Chroł B.
ASK. Research and Methods
|
2020
|
vol. 29
|
issue 1
5-28
EN
Link prediction is a problem of predicting future edges of an undirected graph based on a single snapshot of data of that graph. Vertex proximity measures are indicies giving numerical scores for every pair of vertices in a graph that can be used for predicting future edges. This short note describes an R package 'linkprediction' implementing 20 different vertex similarity and proximity measures from the literature. The article provides the definitions of implemented measures, describes the main user-facing functions, and illustrates the use of the methods with a problem of predicting future co-authorship relations between researchers of the University of Warsaw.
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