The Realization of a Type of Supermarket Sales Forecast Model & System

DOI

10.2991/icsecs-13.2013.48How to use a DOI?

Keywords

sales forecast; decision-making support; data mining; ensemble method

Abstract

This essay solves the problem of supermarket sales forecast. In allusion to that the forecast targets are numerous, as well as the features of high volatility and having evident seasonality of the forecast series, the system adopts combined forecast method, and designs a kind of forecast method selecting algorithm integrating bagging approach and significance statistics checking approach. The system is realized and through testing, it is able to make effective forecast on most of the forecast targets.

Copyright

© 2013, 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/).

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TY  - CONF
AU  - Fen Cai
AU  - Yanmin Luo
PY  - 2013/09
DA  - 2013/09
TI  - The Realization of a Type of Supermarket Sales Forecast Model & System
BT  - Proceedings of the 2013 International Conference on Software Engineering and Computer Science
PB  - Atlantis Press
SP  - 219
EP  - 224
SN  - 1951-6851
UR  - https://doi.org/10.2991/icsecs-13.2013.48
DO  - 10.2991/icsecs-13.2013.48
ID  - Cai2013/09
ER  -