A Smart Tourism Case Study: Classification of Accommodation Using Machine Learning Models Based on Accommodation Characteristics and Online Guest Reviews
نویسندگان
چکیده
This paper deals with the analysis of data retrieved from a web page for booking accommodation. The main idea research is to analyze relationship between accommodation factors and customer reviews in order determine that have greatest influence on reviews. Machine learning methods are applied collected models can predict review category those accommodations not evaluated by users trained. certain classification accuracy examined get detailed insight into used model training, as well make more interpretable. each tested precision recall compared.
منابع مشابه
Semantic Analysis for Online Travel Accommodation Reviews
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ژورنال
عنوان ژورنال: Electronics
سال: 2022
ISSN: ['2079-9292']
DOI: https://doi.org/10.3390/electronics11060913