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

• Yeon-Chang Lee (lyc0324@hanyang.ac.kr)
• Sang-Wook Kim (wook@hanyang.ac.kr)
• Dongwon Lee (dongwon@psu.edu)

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}
}