Deep Learning-Based Forecasting of Hotel KPIs: A Cross-City Analysis of Global Urban Markets

C. J. Atapattu, Xia Cui, N. R Abeynayake

This study employs Long Short-Term Memory (LSTM) networks to forecast key performance indicators (KPIs), Occupancy (OCC), Average Daily Rate (ADR), and Revenue per Available Room (…