2017  •   Computer and Information Sciences

Sentiment Driven Market Modeling

Lead Presenter: Brian Phillips

Winner


Entrepreneurship
Computer and Information Sciences

This research aims to predict movements in stock prices using sentiment driven analysis. Bloomberg provides aggregate social media and news outlet sentiment data for most stocks. After considering volatility and other factors, this sentiment data is an effective indicator of price movement. Through various optimizations, we endeavor to produce a strategy capable of consistently generating positive returns.

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