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Fast query execution for retrieval models based on path-constrained random walks

KDD, pp.881-888, (2010)

Cited by: 93|Views29
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Abstract

Many recommendation and retrieval tasks can be represented as proximity queries on a labeled directed graph, with typed nodes representing documents, terms, and metadata, and labeled edges representing the relationships between them. Recent work has shown that the accuracy of the widely-used random-walk-based proximity measures can be imp...More

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