Design of Clothing Clustering Recommendation System on SOM Neural Network

DOI

10.2991/snce-18.2018.121How to use a DOI?

Keywords

Personalized recommendation; SOM network; Clothing cluster recommendation

Abstract

The clothing recommendation system can record users' personalized clothing information and select records, complete the clothing recommendation function for users, and show great potential in solving personalized recommendation. In this paper, a personalized clothing recommendation method based on SOM neural network is proposed in this paper. This method analyzes the customer's personalized demand, seasonal factors and subjective factors, and carries out the clothing clustering recommendation according to the customers' choice. The test results show that the SOM neural network is used for the classification function of the clothing recommendation system, which has good accuracy and reliability.

Copyright

© 2018, 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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TY  - CONF
AU  - Hao Ma
AU  - Hao Liu
PY  - 2018/05
DA  - 2018/05
TI  - Design of Clothing Clustering Recommendation System on SOM Neural Network
BT  - Proceedings of the 8th International Conference on Social Network, Communication and Education (SNCE 2018)
PB  - Atlantis Press
SP  - 591
EP  - 595
SN  - 2352-538X
UR  - https://doi.org/10.2991/snce-18.2018.121
DO  - 10.2991/snce-18.2018.121
ID  - Ma2018/05
ER  -