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The official code for "Sim2Rec: A Simulator-based Decision-making Approach to Optimize Real-World Long-term User Engagement in Sequential Recommender Systems" (ICDE'23)

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Sim2Rec

The official code for "Sim2Rec: A Simulator-based Decision-making Approach to Optimize Real-World Long-term User Engagement in Sequential Recommender Systems".

Note: Full code is released and the docs are ongoing, and will be released soon after completion.

The data and preprocessing methods about the dunnhumby dataset are povided in the folder dunnhumby.

quickstart

learn SADAE

cd vae_lts/src
python run_ae.py

learn Sim2Rec

cd lts/src
python run_lts.py

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The official code for "Sim2Rec: A Simulator-based Decision-making Approach to Optimize Real-World Long-term User Engagement in Sequential Recommender Systems" (ICDE'23)

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