Recommended headline home page means that based on the user's personal preferences and browsing history, the system displays a series of related news, information, videos and other content on the home page. This recommendation algorithm can effectively meet the needs of user interests, enhance user experience, and attract more users to visit.

The recommended headline homepage is realized by machine learning algorithms and data analysis. The system builds a user profile based on the user's click and watch history, likes, comments, favorites and other behaviors, and then labels each article through natural language processing, keyword extraction and other technologies, and finally recommends the content that most closely matches the user's interests according to the degree of match between the user profile and the article's label.

Recommended headline home page through big data analysis and algorithms, although able to provide users with personalized recommendations, but there may be directed to the user to push, there is a suspicion of information filtering problems. In addition, the recommendation of some popular topics may also trigger the risk of information flooding and threatening public **** security. Therefore, the platform needs to strengthen the content audit and user privacy protection and other measures to ensure the recommended content and user information security.