Big Data Analysis of StockTwits to Predict Sentiments in the Stock Market.
Alya Al NasseriAllan TuckerSergio de CesarePublished in: Discovery Science (2014)
Keyphrases
- stock market
- data analysis
- big data
- short term
- stock price
- social media
- stock exchange
- financial time series
- stock trading
- trading rules
- sentiment analysis
- data mining
- financial data
- financial news
- stock data
- financial markets
- listed companies
- long term
- news articles
- machine learning
- stock index futures
- portfolio optimization
- garch model
- data warehouse
- stock returns
- chinese stock market
- neural network
- sentiment classification
- pattern discovery
- software agents
- decision support system
- stock market data