Personalized Recommendation Algorithm of E-commerce Based on Cloud Computing
Authors
Li Yang, Hongxia He, Haixia Lan, Yujuan Shi
Corresponding Author
Li Yang
Available Online May 2017.
- DOI
- 10.2991/icaset-17.2017.37How to use a DOI?
- Keywords
- E-commerce, Cloud Computing, Personalized Recommendation Algorithm
- Abstract
The project-based collaborative filtering algorithm and matrix decomposition-based ALS collaborative filtering algorithm in the personalized recommendation of e-commerce are analyzed deeply in the paper, the principles of parallelization work are discussed, and the parallelization processes of project-based collaborative filtering algorithm improvement and matrix decomposition-based ALS collaborative filtering algorithm are offered via using MapReduce parallel programming model.
- Copyright
- © 2017, 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 - Li Yang AU - Hongxia He AU - Haixia Lan AU - Yujuan Shi PY - 2017/05 DA - 2017/05 TI - Personalized Recommendation Algorithm of E-commerce Based on Cloud Computing BT - Proceedings of the 2017 7th International Conference on Applied Science, Engineering and Technology (ICASET 2017) PB - Atlantis Press SP - 197 EP - 200 SN - 2352-5401 UR - https://doi.org/10.2991/icaset-17.2017.37 DO - 10.2991/icaset-17.2017.37 ID - Yang2017/05 ER -