Your Facebook News Feed is a highly personalized, ever-changing collection of photos, videos, updates from your family, friends, and the world. As you browse Facebook, Facebook News Feed will change before your eyes reflect what you'll most likely want to see.
Facebook's News Feed algorithm uses vast amounts of data to determine what you're interested in most and then shows you that information in a highly personalized format.
How data is collected
Facebook uses Machine Learning to process a massive amount of data and predict what content will resonate most with each individual.
According to Facebook News Feed, the following data will be collected and processed:
The publisher or writer you interact with most
People you interact with most are prioritized in your News Feed.
In this way, you can be sure that you see the latest exciting content from your friends, family, and desired sources. In fact, your most important sources are the people who may influence your Twitter feed or Facebook newsfeed the most.
The type of content you interact with most
Facebook News Feeds are fully personalized and prioritize the content on your news feed that you interact with most frequently.
Current popular and trending content
Posts that have gone viral and get the most engagement (likes, reactions, comments, and shares) will likely have an opportunity to appear at the top of your feed.
Easy preferences setting for users
Facebook makes it easy for users to personalize their news feed. You have a variety of controls to customize and tailor your experience.
Various Surveys to value the result of personalization
To make sure the personalization is working and deliver the best result, Facebook conducts various surveys, including one-to-one interviews, in-app reviews and feedback, and surveys of many users every day.
Example of questions
Example of questions
Example of questions