# KGAN

**Repository Path**: ppandaer/KGAN

## Basic Information

- **Project Name**: KGAN
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-05-27
- **Last Updated**: 2025-05-27

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# KGAN
KGAN:  Knowledge Grouping Aggregation Network for Course Recommendation in MOOCs
If you want to use codes and datasets in your research, please cite the following paper as the reference:

@article{zhang2023kgan,
  title={KGAN: Knowledge grouping aggregation network for course recommendation in MOOCs},
  author={Zhang, Huanyu and Shen, Xiaoxuan and Yi, Baolin and Wang, Wei and Feng, Yong},
  journal={Expert Systems with Applications},
  volume={211},
  pages={118344},
  year={2023},
  publisher={Elsevier}
}

### Dataset
1. Book-Crossing.
2. MOOCCube, http://moocdata.cn/data/MOOCCube. Now the course data has uploaded, if you use this dataset, Please make sure to cite the article 'MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs'.


### Required packages
The code has been tested running under Python 3.6, with the following packages installed (along with their dependencies):
- tensorflow-gpu == 1.10.0
- numpy == 1.21.4
- sklearn == 1.0.1
- keras == 2.2