The Use of Big Data Analytics to Predict the Foreign Exchange Rate Based on Public Media: A Machine-Learning Experiment.

Rua-Huan Tsaih,Biing-Shen Kuo, Tzu-Hsiang Lin,Che-Chuan Hsu

IT Professional（2018）

引用 9|浏览6

暂无评分

摘要

The authors analyze relevant public information provided by new media to predict the movement of the USD/TWD exchange rate and explore whether big data analytics with machine-learning modeling can exceed the random walk mechanism and the notion of market efficiency.

查看译文

关键词

Exchange rates,Big Data,Social network services,Financial management,Machine learning,Currencies,Training data,Data analytics

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要