Enhancing Rating and Learning through Clustering in Artificial Intelligence
Ekta, Varsha Varsha · 2023
In Society 5.0, models and mechanisms are used to predict the rating of any movie. An attempt is made to check the certainty by using the decision tree and analyzing the data using clustering (K-means) and transforming using the Extraction, Transformation, Loading (ETL) process, and data visualization is done using graphs or charts. Society 5.0 is a human-centered society that balances economic advancement with the resolution of social issues through technological innovation. In this context, the proposed model suggests that movie ratings depend on factors such as budget, performance, and the concept of the movie. The better the performance, the better the rating of the movie. RapidMiner, a comprehensive AI platform, can be used for various machine learning tasks, including data preparation, model validation, and results visualization. Overall, the proposed model can contribute to the advancement of Society 5.0 by improving the accuracy of movie rating predictions and enhancing the entertainment industry&s;s economic performance.