Structural equation model of E-commerce live broadcasting influencing customers purchase intention prediction using machine learning

Short summary

A structural equation model (SEM) combined with machine learning (ML) algorithms (Bayesian, Random Forest, XGBoost, KNN, SVM) accurately predicts purchase intention in e-commerce live broadcasting, with live broadcast attributes increasing perceived value, trustworthiness, and impulsivity.

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