xuetf / MGNN-SPred

MGNN-SPred

• This is our Tensorflow implementation for the paper:

  WenWang,Wei Zhang, Shukai Liu, Qi Liu, Bo Zhang, Leyu Lin, and Hongyuan Zha. 2020. Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction. In Proceedings of The Web Conference 2020 (WWW ’20), April 20–24, 2020, Taipei, Taiwan.

• A deep learning model for session-based target behavior prediction

Support

• Python version: 3.6.9
• tensorflow version: 1.12.0

Dataset

• https://s3-eu-west-1.amazonaws.com/yc-rdata/yoochoose-data.7z

Usage:

data:

• ./run_time/data/yc/yoochoose-buys.dat
• ./run_time/data/yc/yoochoose-clicks.dat

command

• python3 preprocessing_data.py
• python3 main.py