ArticleRank

ArticleRank is a variant of PageRank whereby the chance of assuming that a link coming from a page with a few outgoing links is more important than others is smaller. This is achieved by introducing the average degree in the formula:

AR(A) = (1 - d) + d * (AR(N₁)/(C(N₁) + AVG(C)) + ... + AR(N_n)/(C(N_n) + AVG(C)))

Here, AVG(C) is the average number of outgoing connections for all pages in the network.

Usage within GDS is similar to that of PageRank:

CALL gds.alpha.articleRank.stream("projected_graph", {})
YIELD nodeId, score
RETURN gds.util.asNode(nodeId).name as name, score
ORDER BY score DESC

However, the results, as shown here, are much closer to each other:

╒══════════╤═══════╕
│"nodeName"│"score"│
╞══════════╪...