Thursday, February 21, 2008

Utility-Based Neighbourhood Formation

This paper proposes novel neighbourhood formationand similarity weight transformation schemes for automatedcollaborative filtering systems. it demonstrate the benefitsof new schemes from the point-of-view of the efficiency androbustness provided, while achieving the accuracy and coverageof a benchmark k–Nearest Neighbour (k–NN) model.

Source: ACM Library

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