Recommendation model based on opinion diffusion

, , , , and

Published 13 November 2007 Europhysics Letters Association
, , Citation Y.-C. Zhang et al 2007 EPL 80 68003 DOI 10.1209/0295-5075/80/68003

0295-5075/80/6/68003

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 a Green function method. The numerical tests on a benchmark database show that our prediction is superior to the standard recommendation methods.

Export citation and abstract BibTeX RIS

10.1209/0295-5075/80/68003