To integrate text mining and artificial neural network to forecast gold futures price

Guo Xiang Xu, Ben Chang Shia, Yen Bin Hsu, Po Chih Shen, Kuo Hao Chu

研究成果: 書貢獻/報告類型會議貢獻

4 引文 斯高帕斯(Scopus)

摘要

Recently, the gold futures price is under pressure of crude oil and inflation. And its price is always relatively higher, changing fast and difficult to forecast. Therefore, how to forecast the gold futures price is the main topic of this research. This research wants to bring up an artificial neural network model and combined the text mining to demonstrate the model that in some time plots has large scale fluctuation. Hoping this model can forecast the gold futures price from January 2009 to June 2009 to give the investor to make the reference. And compares the forecasting results and time series, the research result shows the artificial neural network model better than the time series model.

原文英語
主出版物標題Proceedings - 2009 International Conference on New Trends in Information and Service Science, NISS 2009
頁面1014-1020
頁數7
DOIs
出版狀態已發佈 - 2009
對外發佈
事件2009 International Conference on New Trends in Information and Service Science, NISS 2009 - Beijing, 中国
持續時間: 六月 30 2009七月 2 2009

其他

其他2009 International Conference on New Trends in Information and Service Science, NISS 2009
國家/地區中国
城市Beijing
期間6/30/097/2/09

ASJC Scopus subject areas

  • 電腦科學應用
  • 軟體

指紋

深入研究「To integrate text mining and artificial neural network to forecast gold futures price」主題。共同形成了獨特的指紋。

引用此