An ensemble-based hotel recommender system using sentiment analysis and aspect categorization of hotel reviews

• Published in: Applied soft computing Vol. 98; p. 106935
• Main Authors: Ray, Biswarup, Garain, Avishek, Sarkar, Ram
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.01.2021
• Subjects: Bidirectional Encoder Representations from Transformers; Categorization; Ensemble; Fuzzy; Hotel reviews; Random Forest classifier; Recommender system; Sentiment analysis; Hotel reviews; Random Forest classifier; Sentiment analysis; Bidirectional Encoder Representations from Transformers; Ensemble; Fuzzy; Categorization; Recommender system

Finding a suitable hotel based on user’s need and affordability is a complex decision-making process. Nowadays, the availability of an ample amount of online reviews made by the customers helps us in this regard. This very fact gives us a promising research direction in the field of tourism called h...