Enriching peer-to-peer file descriptors using association rules on query logs

  • Authors:

  • Nazli Goharian;Ophir Frieder;Wai Gen Yee;Jay Mundrawala

  • Affiliations:

  • Department of Computer Science, Georgetown University;Department of Computer Science, Georgetown University;Information Retrieval Laboratory, Illinois Institute of Technology;Information Retrieval Laboratory, Illinois Institute of Technology

  • Venue:
  • ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
  • Year:
  • 2010

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Abstract

We describe a P2P association rule mining descriptor enrichment approach that statistically significantly increases accuracy by greater than 15% over the non-enriched baseline. Unlike the state-of-the-art enrichment approach however, the proposed solution does not introduce additional network load.