Feature Driven and Point Process Approaches for Popularity Prediction
Code and Data for CIKM Paper Feature Driven and Point Process Approaches for Popularity Prediction
We also provide a tutorial for using hawkes process to model real cascades
Steps covered are as follows:
- Plotting Memory function for the Social Kernel
- Simmulating events from a Marked Hawkes Process
- Modeling a retweet cascade with marked Hawkes Process
- Using the model to make predictions of final size
All this is illustrated with the notebook file provided along with the rscripts.