Winds is an online version of a personalized RSS reader to help users who like to use RSS readers to experience the list view style, currently provides three modes: follow, engage, learn; default to provide a variety of topics subscription, the user initialization selection is complete will be based on the user's preferences to subscribe to articles.

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Personalization is a very broad concept. In this case, personalization equates to leveraging engagement data to build an Many of the apps you use every day leverage machine learning to personalize your feeds. Here are 4 examples:

Personalization equates to leveraging engagement data to build an interest profile for a user. gt;

1. create an "Explore" section that shows you pictures you're likely to be interested in,

2. Quora uses your engagement data, like the posts that you Quora uses your engagement data, like the posts that you search for and comment on, to personalize your feed experience and emails.

3. Facebook uses advanced machine learning to prioritize posts from the friends you engage with most, after starting out with just a basic edge rank algorithm.

< Etsy analyzes your search and shopping behavior to optimize your newsfeed, email and e-commerce conversion.

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