Research on the Application of Machine Learning in the Field of News Commentary Analysis

With the development of the Internet, research on news commentary analysis has been received increasing attention. The analysis and application of news commentary is of great significance to mainstream media opinion guidance, content production guidance, and media communication efficiency enhancement. However, traditional methods for news commentary analysis have some problems with low efficiency and low accuracy. Research on the application of machine learning in news commentary analysis is a hot topic. This paper deeply analyzes the importance of news comment analysis, the existing problems, and the expected objectives. It proposes the application of machine learning techniques to address the challenges in news comment analysis and sets forth the methods for achieving the goal of shortening the distance between media and the public through such analysis, thereby enhancing its capacity for influencing public opinion and competitiveness.