Sun, M. 2025. Research on E-Commerce Return Prediction and Influencing Factor Analysis Based on User Behavioral Characteristics. Pinnacle Academic Press Proceedings Series. 3, (Jul. 2025), 15–28. DOI:https://doi.org/10.71222/ghj64w02.