Design and Optimization of a Recommendation System Based on Deep Learning Algorithms
Journal of Research in Science and Engineering · 2023
With the development of the Internet and the explosive growth of user data, recommendation systems are playing an increasingly important role in fields such as e-commerce, social media, and content platforms. Deep learning algorithms, as a powerful machine learning method, have been widely applied in recommendation systems. This article aims to introduce the design and optimization of recommendation systems based on deep learning algorithms, including data preprocessing, model selection and training, and recommendation result generation. Through the application of deep learning algorithms, recommendation systems can more accurately understand user interests and behaviors, provide personalized recommendation services, and enhance user experience and platform value.