E-commerce Sales Forecast Based on Neural Network LSTM

Zhou, Sizhe (2023) E-commerce Sales Forecast Based on Neural Network LSTM. In: Proceedings of the 2nd International Conference on Mathematical Statistics and Economic Analysis, MSEA 2023, May 26–28, 2023, Nanjing, China.

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Abstract

With the advancement of the Internet and the popularization of e-commerce, sales forecasting has become an essential marketing strategy in the online market. This article uses the historical sales data of a Russian e-commerce company to build an LSTM model under the TensorFlow framework.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 16:32
Last Modified: 17 Apr 2026 02:34
URI: http://eprints.eai.eu/id/eprint/44257

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