Honors Research Project -
Predict an individual company's future stock prices (AAPL) using sentiment analysis along with ENN/ANN.
Sentiment analysis is a method to understand public attitude towards a topic/product (here stocks).
Approach - Doing sentiment analysis (mining) on the news feeds play a major role in stock price prediction. Collect thousands of news headlines. Predict if the headline is bullish or bearish. Polarise each data set into four categories, namely compound, positive, negative and neutral for text sentiment analysis. Use this set of data to predict the positivity of current news and effectively predict the stock price.