Zhenzhen Luo

A Survey of techniques for fine-grained web traffic identification and classification

2022 · Mathematical Biosciences & Engineering

After decades of rapid development, the scale and complexity of modern networks have far exceed our expectations. In many conditions, traditional traffic identification methods cannot meet the demand of modern networks. Recently, fine-grained network traffic …

An Explainable Educational Resource Recommendation Model Based on Matrix Factorization

2021 · 2021 7th IEEE International Conference on Network Intelligence and Digital Content (IC-NIDC)

The recommendation algorithm based on hidden variables are widely used in educational resource recommendation systems. However, such algorithms and their recommendation results lack explainability, which affects the application effect of recommendation. Therefore, we propose an …