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

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.