Enhancing Management of Diverse Taiwanese Hotels Through Machine Learning and Data Mining

• Published in: 2023 IEEE 3rd International Conference on Social Sciences and Intelligence Management (SSIM) pp. 149 - 152
• Main Authors: Huang, Yu-Hsiang John, Yao, Jenq-Foung, Yang, Cheng-Ying
• Format: Conference Proceeding
• Language: English
• Published: IEEE 15.12.2023
• Subjects: artificial neural network; Artificial neural networks; COVID-19; data mining; decision tree; hotel management; Machine learning; Pandemics; Predictive models; Social sciences; Statistical analysis; Taiwanese international tourist hotels

Using the capabilities of Machine Learning and Data Mining techniques, we formulated a Decision Tree model to aid hotel management in optimizing resource allocation for profit maximization. Additionally, we constructed an Artificial Neural Network (ANN) model to predict hotel occupancy rates based o...