OSW

SIGNATURE WORK
CONFERENCE & EXHIBITION 2022

Stock Price Prediction with Sentiment Analysis

Name

Jiayi Li

Major

Data Science

Class

2022

About

Jiayi Li is an undergraduate student majoring in Data Science, she will continue her graduate study in the field of mathematical finance.

Signature Work Project Overview

In recent years, there is a growing trend among scholars in studying the sentiment influence on stocks and ETFs. Modeling and predicting the price is one of the most crucial aspects of studying stock transactions. The real-time stock price is determined by the company value, public information, and the inherent stochasticity in the stock market. Our interdisciplinary work aims at examining the causal link between stock price and market sentiment by adding sentiment scores as a feature to deep neural networks.

Signature Work Presentation Video