Taobao Shop Credit Evaluation Model Based on BP Neural Network
- https://doi.org/10.2991/icemct-15.2015.249How to use a DOI?
- Taobao Shop Credit evaluation model.BP neural network.
This paper establishes the Taobao shop credit evaluation model in terms of shop information, goods, and services. Using 242 shop’s information from Taobao, after two-step clustering method in SPSS and using BP neural network toolbox, the evaluation index as input, clustering results as output, built the BP neural network of 230 data samples for training, getting the BP network which has a faster convergence speed and higher accuracy rate. On this basis, using 12 shops for the simulation of the endingmodel to predict the credit of shops objectively and eventuallyestablishesthe Taobao shop credit evaluation model.
- © 2015, 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 - Dan Bai AU - Min Zuo PY - 2015/06 DA - 2015/06 TI - Taobao Shop Credit Evaluation Model Based on BP Neural Network BT - Proceedings of the 2015 International Conference on Education, Management and Computing Technology PB - Atlantis Press SP - 1211 EP - 1216 SN - 2352-5398 UR - https://doi.org/10.2991/icemct-15.2015.249 DO - https://doi.org/10.2991/icemct-15.2015.249 ID - Bai2015/06 ER -