Xiang-Hua Xiong

Smart tourism demand forecasting using machine learning and behavioral travel data

Tourism demand forecasting is central to smart destination governance, but model comparisons can be overly optimistic when feature construction, hyperparameter tuning, or model selection uses information unavailable at forecast time. This study develops a time-aware machine-learning forecasting model that is reproducib...