Introducing: HyperPagerank

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A ‘traditional’ link graph is a directed graph which consists of nodes connected by edges, a schematic representation of a document collection connected by directional links (A → B). Link-based search engines (such as Google) rely on directed link graphs to determine varying degrees of (query-agnostic) importance of pages in its index.

Undoubtedly, Google’s PageRank algorithm has evolved past the original random surfer model and gained additional sophistication but are they already taking advantage of the hypergraph model?

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