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SDE-GNN

Sequential Dependency Enhanced Graph Neural Network for Session-based Recommendation

Wei Guo, Shoujin Wang, Wenpeng Lu∗, Hao Wu , Qian Zhang and Zhufeng Sh

The paper has been accepted by DSAA.

Prerequisites

python 3

pytorch 1.1.0

Usage

You can run the file pytorch_code/main.py to train the model.

For example: cd pytorch_code; python main.py --dataset=sample

Dataset

  1. "Tmall: It contains anonymized user’s shopping logs on Tmall online shopping platform." https://tianchi.aliyun.com/dataset/dataDetail?dataId=42

  2. "Nowplaying: It describes the music listening behavior of users." https://dbis.uibk.ac.at/node/263#nowplaying

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