The time series model will use Long Short-Term Memory (LSTM) neural network to predict future 30 days stock close price which will cover the technical analysis of stock momentum. The hybrid approach ...

More recently, LSTMs, or long short term memory recurrent neural networks, have drawn attention because of their ability to keep track of context over longer time intervals.

Sentiment analysis, ... “Deep learning uses many-layered neural networks that are inspired by how the human brain works,” says IDC’s Sutherland.

However, sentiment analysis is also being used in unexpected ways. In what could be a game-changer for marketers, the power of these algorithms can be brought to bear on a range of predictive tasks.

Data Sources For Analysis. The primary sources of data for sentiment analysis include: • Popular social networks. • Finance-focused forums, like StockTwits and Yahoo Finance.

Bing has added Sentiment Analysis to search, the ability to know whether content is expressing a positive or negative. Google is said to be next.