DeepClue

Visual Interpretation of Text-based Deep Stock Prediction

 

 

DeepClueVisualization.png

 

Image:DeepClue interface: (a) stock timeline view showing the stock price history in an overview+detail design; (b) factor hierarchy view displaying the relevant textual factors to the stock prediction in a hierarchical structure; (c) document list view showing the related documents with the selected factor; (d) keyword map view depicting the relationship of relevant keywords.

 

 

OBJECTIVE

1. Design the deep neural network architecture for interpretation and apply an algorithm to extract relevant predictive factors

2. Explore hierarchies over the extracted factors and display these factors in an interactive, hierarchical visualization interface

3. Prototype and evaluate the above techniques

 

PUBLICATION

·        Lei Shi