Paper Title:
Research of the Collaborative Filtering Algorithm for E-Commerce
  Abstract

In this paper we mainly discuss the Collaborative Filtering algorithm which is widely applied in E-commerce. This article presents the idea of Collaborative Filtering algorithm and its main step. It analyzes the problem of cold start and data sparsity which affect the accuracy of prediction and results, as well as an idea of improvement Collaborative Filtering algorithm.

  Info
Periodical
Advanced Materials Research (Volumes 121-122)
Edited by
Donald C. Wunsch II, Honghua Tan, Dehuai Zeng, Qi Luo
Pages
717-721
DOI
10.4028/www.scientific.net/AMR.121-122.717
Citation
Y. Luo, "Research of the Collaborative Filtering Algorithm for E-Commerce", Advanced Materials Research, Vols. 121-122, pp. 717-721, 2010
Online since
June 2010
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Price
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