Application rendering for devices with varying screen sizes

A method of executing instructions stored on a non-transitory computer-readable storage medium using at least one processor, the method comprising:

• detecting user interactions with a first subset of application entities of at least one network application included in a graphical user interface (GUI) rendered by a first device having a first screen size;
• assigning relative levels of importance to the first subset of application entities of the at least one network application, based on the detected user interactions;
• receiving a request to render the at least one graphical user interface for a second device having a second screen size;
• and
• rendering in response to the request, a second subset of the application entities of the at least one network application within the at least one graphical user interface and using the second device, based on the relative levels of importance and on relative screen sizes of the first screen size and the second screen size.

A system comprising:

• at least one processor;
• a non-transitory computer-readable storage medium storing instructions executable by the at least one processor, the system including
• a screen size adjustment model generator configured to cause the at least one processor to generate, based on user profile data and user browsing data of a user, at least two patterns of ordered lists of application entities, the application entities having been rendered within a graphical user interface associated with at least one network application, the screen size adjustment model generator being further configured to cause the at least one processor to generate a weight adjustment model in which a weight is assigned to each of the at least two patterns and the weight reflects relative levels of important to the user as a function of screen size;
• a rendering engine configured to cause the at least one processor to render, based on a current screen size of a screen of the user, the graphical user interface including a subset of the application entities selected and arranged using the weight adjustment model.