This is the official implementation of the paper Self-organized Hawkes Processes. We implemented Multi-dimensional Hawkes Processes for the recommendation system. These experiments are conducted on the Amazon dataset.
You could use it as follows. The dataset_name can be preprocessed2_ratings_Amazon_Instant_Video, preprocessed2_ratings_Musical_Instruments, preprocessed2_ratings_Video_Games , preprocessed2_ratings_Baby, preprocessed2_ratings_Patio_Lawn_and_Garden, preprocessed2_ratings_Pet_Supplies, preprocessed2_ratings_Office_Products, preprocessed2_ratings_Grocery_and_Gourmet_Food or preprocessed2_ratings_Patio_Lawn_and_Garden.
python MHP.py --dataset dataset_name