Leveraging NLP and ML to Assess Tourism-Related Hotel Industries
Introduction: Greetings, esteemed readers! Today, we delve into the realm of tourism-related hotels, where an industry worth billions continues to flourish. Our purpose is to introduce a sophisticated system that harnesses the power of Natural Language Processing (NLP) and Machine Learning (ML) to rank hotels based on comprehensive customer reviews. By analyzing the attributes contributing to revenue, we aim to identify the most esteemed hotel industries globally. Join us as we unravel the intricacies of this groundbreaking approach and discover how it can shape the future of the hospitality sector. Unveiling the Methodology: In an era where online customer reviews hold significant sway, understanding and extracting valuable insights from user-generated content have become paramount. Our pioneering system combines the strength of the Bidirectional Encoder Representations from Transformers (BERT) model with the principles of sentiment analysis and recommender systems. By leveraging this...