Using Company Specific Headlines and Convolutional Neural Networks to Predict Stock Fluctuations

Jonathan Readshaw, Stefano Giani

This work presents a Convolutional Neural Network (CNN) for the prediction of next-day stock fluctuations using company-specific news headlines. Experiments to evaluate model perfo…