Lars Arne Jordanger

A Utility-Mining-Driven Active Learning Approach for Analyzing Clickstream Sequences

2024 · arXiv (Cornell University)

In rapidly evolving e-commerce industry, the capability of selecting high-quality data for model training is essential. This study introduces the High-Utility Sequential Pattern Mining using SHAP values (HUSPM-SHAP) model, a utility mining-based active learning strategy …