Multi-task based Sales Predictions for Online Promotions

Shen Xin

Martin Ester

[0]

Jiajun Bu (卜佳俊)

[0]

Chengwei Yao

Zhao Li

Xun Zhou

Yizhou Ye

Can Wang (王灿)

[0]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, pp. 2823-2831, 2019.

Cited by: 0|Bibtex|Views124|DOI:https://doi.org/10.1145/3357384.3357823

Other Links: dl.acm.org|dblp.uni-trier.de|academic.microsoft.com

Keywords:

multi-task learning online promotion representation learning sales prediction

Abstract:

The e-commerce era is witnessing a rapid development of various annual online promotions, such as Black Friday, Cyber Monday, and Alibaba's 11.11, etc. S ales P redictions for O nline P romotions (SPOP) are a set of sales related forecasts for the promotion day, including gross merchandise volume, sales volume, best selling products, etc....More

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