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gOCCF: Graph-Theoretic One-Class Collaborative Filtering Based on Uninteresting Items

This repository provides a reference implementation of gOCCF as described in the following papers:

gOCCF: Graph-Theoretic One-Class Collaborative Filtering Based on Uninteresting Items
Yeon-Chang Lee, Sang-Wook Kim, and Dongwon Lee
32nd AAAI Conf. on Artificial Intelligence (AAAI 2018)

Graph-Theoretic One-Class Collaborative Filtering using Signed Random Walk with Restart
Yeon-Chang Lee, Daeyoung Park, Jiwon Son, Taeho Kim, and Sang-Wook Kim
7th IEEE Int'l Conf. on Big Data and Smart Computing (IEEE BigComp 2020)

Authors

Cite

We encourage you to cite our paper if you have used the code in your work. You can use the following BibTex citation:

@inproceedings{Lee18AAAI,
  author    = {Yeon{-}Chang Lee and Sang{-}Wook Kim and Dongwon Lee},
  title     = {gOCCF: Graph-Theoretic One-Class Collaborative Filtering Based on Uninteresting Items},
  booktitle = {Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI)},
  pages     = {3448--3456},
  year      = {2018}
}