Automatic forecasting agent for e-Commerce applications

Guo Wenying, Chen Deren, Timothy K. Shih

研究成果: 書貢獻/報告類型會議論文篇章同行評審

6 引文 斯高帕斯(Scopus)

摘要

Forecasting has been playing an important role in many industries such as marketing, financial planning, and production control. This paper firstly gives a brief review of time series forecasting techniques, particularly covers Moving Averages model and Exponential Smoothing mode. We, then applies an illustrative example to these techniques with actual data and compares four different results by introducing the concept of Mean Square Error (MSE) and Mean Absolute Error (MAE). The technique can be used in an implementation of autonomous agent, which can be used in any e-commerce as a back end computation mechanism for applications. Finally wet conclude by summarizing the results and discussing avenues for future research.

原文???core.languages.en_GB???
主出版物標題Proceedings - 20th International Conference on Advanced Information Networking and Applications
發行者Institute of Electrical and Electronics Engineers Inc.
頁面4-7
頁數4
ISBN(列印)0769524664, 9780769524665
DOIs
出版狀態已出版 - 2006
事件20th International Conference on Advanced Information Networking and Applications - Vienna, Austria
持續時間: 18 4月 200620 4月 2006

出版系列

名字Proceedings - International Conference on Advanced Information Networking and Applications, AINA
2
ISSN(列印)1550-445X

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???event.eventtypes.event.conference???20th International Conference on Advanced Information Networking and Applications
國家/地區Austria
城市Vienna
期間18/04/0620/04/06

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