Wen-Di Liao

Demand prediction model based on spatiotemporal graph neural network and external knowledge fusion

A novel hybrid prediction model STKG-DemandNet that integrates spatio-temporal graph neural networks and external knowledge and integrates multi-source external knowledge to achieve fine-grained and highly robust demand forecasting is proposed.