Abstract
Abstract: the purpose of this paper is to promote the value of Albanian tourism creating a Hotel Recommendation System applying a Mathematical Model. The data of one hundred and one hotels, loaded from two excel files in CSV format are implemented in the Spyder IDE and processed by code, using Mathematical and Machine Learning knowledge. The code recommends ten best hotels as output. There is made a combination of Machine Learning methods and techniques with the concepts of probability, statistics, algebra and geometry. The main methodological approach taken in this study is Content-Based Filtering.
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