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25 April 2024

» arxiv » 0710.2228

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Recommendation model based on opinion diffusion
Yi-Cheng Zhang ; Matus Medo ; Jie Ren ; Tao Zhou ; Tao Li ; Fan Yang ;
Date:	11 Oct 2007
Abstract:	Information overload in the modern society calls for highly efficient recommendation algorithms. In this letter we present a novel diffusion based recommendation model, with users’ ratings built into a transition matrix. To speed up computation we introduce Green function method. The numerical tests on a benchmark database show that our prediction is superior to the standard recommendation methods.
Source:	arXiv, 0710.2228
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