no code implementations • 8 Nov 2023 • Chunyang Huang, Shaoliang Zhang
This study introduces an advanced machine learning method for predicting soccer players' market values, combining ensemble models and the Shapley Additive Explanations (SHAP) for interpretability.
1 code implementation • 5 Feb 2023 • JunJie Huang, Qi Cao, Ruobing Xie, Shaoliang Zhang, Feng Xia, HuaWei Shen, Xueqi Cheng
To reduce the influence of data sparsity, Graph Contrastive Learning (GCL) is adopted in GNN-based CF methods for enhancing performance.
no code implementations • 19 Sep 2022 • Ruobing Xie, Lin Ma, Shaoliang Zhang, Feng Xia, Leyu Lin
Precisely, we first define a new behavior named valid read, which helps to select high-quality click instances for different users and items via dwell time.
1 code implementation • WSDM 2021 • Ruobing Xie, Rui Wang, Shaoliang Zhang, Zhihong Yang, Feng Xia, Leyu Lin Authors Info & Claims
When finishing reading an item, users may want to access more relevant items related to the last read one as extended reading.