Facebook pixel tracking

The Science and Information (SAI) Organization publishes open-access peer-reviewed journals in computer science and artificial intelligence.

Contact Info
Email info@thesai.org
Website thesai.org
Follow Us
Contact Info
Email info@thesai.org
Follow Us
Research Article | Open Access |

Implementation of Artificial Neural Network in Forecasting Sales Volume in Tokopedia Indonesia

Author 1: Meiryani Author 2: Dezie Leonarda Warganegara
International Journal of Advanced Computer Science and Applications (IJACSA) · Vol. 12, No. 5 · Published 2021

DOI: https://doi.org/10.14569/IJACSA.2021.0120551

Download PDF Cite Call for Papers

Abstract

Predicting sales is one way to get company profits. Tokopedia Indonesia is one of the marketplaces that is included in the type of e-commerce customer to customer (C2C). This research was conducted in order to help sellers in the Tokopedia Indonesia marketplace to predict the sales of their merchandise, so that sellers can prepare or stock items that are predicted to increase in sales by implementing Artificial Neural Networks. Artificial neural networks can help predict future sales values. The data is divided into training data and testing data. The results of the analysis of this study indicate that the network model obtained reaches an accuracy rate of 95%.

Keywords

Forecasting e-commerce backpropagation artificial neural network

How to Cite this Article

Meiryani, & Warganegara, D. L. (2021). Implementation of Artificial Neural Network in Forecasting Sales Volume in Tokopedia Indonesia. International Journal of Advanced Computer Science and Applications, 12(5). https://doi.org/10.14569/IJACSA.2021.0120551

Meiryani, and Dezie Leonarda Warganegara. "Implementation of Artificial Neural Network in Forecasting Sales Volume in Tokopedia Indonesia." International Journal of Advanced Computer Science and Applications, vol. 12, no. 5, 2021, https://doi.org/10.14569/IJACSA.2021.0120551.

@article{Meiryani2021,
  title     = {Implementation of Artificial Neural Network in Forecasting Sales Volume in Tokopedia Indonesia},
  journal   = {International Journal of Advanced Computer Science and Applications},
  volume    = {12},
  number    = {5},
  year      = {2021},
  publisher = {The Science and Information Organization},
  author    = {Meiryani and Dezie Leonarda Warganegara},
  doi       = {10.14569/IJACSA.2021.0120551},
  url       = {https://doi.org/10.14569/IJACSA.2021.0120551}
}

Open Access — licensed under a Creative Commons Attribution 4.0 International License. Unrestricted use, distribution, and reproduction in any medium, even commercially, as long as the original work is properly cited.

Back to Issue
IJACSA Journal Cover

IJACSA