A Multi-Perspective Dual-Stream Framework Integrating Transformers and Graph Neural Networks for E-Commerce Opinion Fraud Detection
Online word-of-mouth significantly shapes consumer purchasing decisions in the digital marketplace. However, malicious actors exploit this trust by deploying coordinated fake review campaigns that artificially inflate or deflate product popularity. Traditional detection approaches primarily analyze textual content in i...