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Information Retrieval in Trust-Enhanced Document Networks Export

by: Klaus Stein, Claudia Hess
Semantics, Web and Mining (2006), pp. 65-81.

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document information network retrieval trust

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To fight the problem of information overload in huge information sources like large document repositories, e. g. citeseer, or internet websites you need a selection criterion: some kind of ranking is required. Ranking methods like PageRank analyze the structure of the document reference network. However, these rankings do not distinguish different reference semantics. We enhance these rankings by incorporating information of a second layer: the author trust network to improve ranking quality and to enable personalized selections.


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