Proceedings of the 2013 The International Conference on Artificial Intelligence and Software Engineering (ICAISE 2013)

Ceramic Products Recommendation Based Improved Collaborative Filtering

Authors
Huiying Li, Yilai Zhang, Gongxun Cheng
Corresponding Author
Huiying Li
Available Online August 2013.
DOI
10.2991/icaise.2013.30How to use a DOI?
Keywords
Ceramic Products, User Classifying, Collaborative Filtering
Abstract

In order to achieve personalized recommendation in the e-commerce platform for ceramic products, and improve the quality of recommendation, an improved collaborative filtering recommendation algorithm based on collaborative filtering algorithm was presented. By analyzing the insufficient of traditional collaborative filtering recommendation algorithm, combined with the characteristics of ceramic products in similar neighbor selection, the user was classified, and classification results as a basis for similar neighbors selected to optimize the choice of similar neighbors. Finally, experiments verify the improved algorithm, experimental results show that the improved method was optimized.

Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2013 The International Conference on Artificial Intelligence and Software Engineering (ICAISE 2013)
Series
Advances in Intelligent Systems Research
Publication Date
August 2013
ISBN
978-90-78677-71-0
ISSN
1951-6851
DOI
10.2991/icaise.2013.30How to use a DOI?
Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Huiying Li
AU  - Yilai Zhang
AU  - Gongxun Cheng
PY  - 2013/08
DA  - 2013/08
TI  - Ceramic Products Recommendation Based Improved Collaborative Filtering
BT  - Proceedings of the 2013 The International Conference on Artificial Intelligence and Software Engineering (ICAISE 2013)
PB  - Atlantis Press
SP  - 143
EP  - 146
SN  - 1951-6851
UR  - https://doi.org/10.2991/icaise.2013.30
DO  - 10.2991/icaise.2013.30
ID  - Li2013/08
ER  -