Research on Data Cluster Analysis based on Intelligent Algorithm and Big Data Analysis

With the development of the times, computers have been continuously developed, and data analysis based on intelligent algorithms has been gradually applied. Big data analysis has become an indispensable part of various enterprises and institutions, which can help enterprises better analyze the market, optimize the overall resource allocation and decision-making efficiency, and promote the sustainable development of the overall enterprises and institutions. The purpose of this experiment is to use intelligent algorithm and big data analysis technology to cluster hotel data, so as to find the patterns and associations hidden in the data and provide decision support for the hotel industry.