SARIMA

Ctrip Technology

Oct 20, 2022 · Artificial Intelligence

Mid‑ and Long‑Term Monthly Hotel Room‑Night Forecasting under Pandemic Conditions

This article presents a pandemic‑aware method for predicting national hotel monthly room‑nights over the next six months, detailing data augmentation, feature engineering, LSTM and SARIMA‑LASSO modeling, scenario‑based risk assessment, and evaluation results that demonstrate accurate forecasts despite COVID‑19 disruptions.