Learning a Personalized Homepage

This type of problem is not unique to Netflix, it is faced by others such as news sites, search engines, and online stores. Any site that needs to choose items from a large number of available possibilities and then present them in a coherent and easy-to-navigate manner will face the same general challenges. Of course, the problem of optimizing Netflix homepages has its own unique aspects, ranging from interface constraints to differences with how movies and TV are consumed compared to other media.

An example of a personalized Netflix homepage on our website.

This type of problem is not unique to Netflix, it is faced by others such as news sites, search engines, and online stores. Any site that needs to choose items from a large number of available possibilities and then present them in a coherent and easy-to-navigate manner will face the same general challenges. Of course, the problem of optimizing Netflix homepages has its own unique aspects, ranging from interface constraints to differences with how movies and TV are consumed compared to other media.

An example of a personalized Netflix homepage on our website.

Load article and continue reading - 17 min read