GitHub - USTCLLM/PRIS: Tensorflow implementation of PRIS (Personalized Ranking with Importance Sampling. WWW 2020)

USTCLLM / PRIS Public

Notifications You must be signed in to change notification settings
Fork 0
Star 1

Tensorflow implementation of PRIS (Personalized Ranking with Importance Sampling. WWW 2020)

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
README		README
clustering.py		clustering.py
extract.py		extract.py
mylayers.py		mylayers.py
peris_model.py		peris_model.py
run.py		run.py
run1.sh		run1.sh
run2.sh		run2.sh
run_joint.py		run_joint.py
runx.sh		runx.sh
sampler.py		sampler.py
utils.py		utils.py

Repository files navigation

# PRIS
This is the source code for our www 2020 paper.

The data input is a user-item matrix, stored as a mat file (matlab data file).

We also provide some scripts for illustrated use.

If you refer this code, please cite the follow paper. 

@inproceedings{lian20personalized,
    author = {Lian, Defu and Liu, Qi and Chen, Enhong},
    title = {Personalized Ranking with Importance Sampling},
    booktitle = {Proceedings of The Web Conference 2020},
    pages = {1093–1103},
    year = {2020},
    location = {Taipei, Taiwan},
    publisher = {Association for Computing Machinery},
}