Wen-Di Liao

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

To address the issues of insufficient spatio-temporal dependency modeling and insufficient utilization of external semantic information in the demand forecasting task in complex urban systems, this paper proposes a novel hybrid prediction model STKG-DemandNet that integrates spatio-temporal graph neural networks and ex...