User experience/user interface based on interaction history

One or more computer-readable non-transitory storage media embodying software configured when executed to:

• access a base user experience (UX) comprising a user interface (UI) having one or more graphical elements corresponding to one or more features of a computing system;
• determine one or more user categories based at least in part on previous interactions with one or more of the graphical elements of the UI by a plurality of users of the computing system;
• classify, using a machine-learning algorithm, a particular user into one or more of the user categories based at least in part on current interactions performed by the particular user with the UI;
• determine, relative to the base UX, one or more modifications to the UI based at least in part on the classification of the particular user into one or more of the user categories, wherein:
• the modifications to the UI modify one or more features of the graphical elements;
• one or more of the modifications comprises a graphical element associated with one or more of the modifications;
• and
• the graphical element associated with one or more of the modifications is associated with a window illustrating a use of one or more features of the computing system;
• apply the modifications to the UI;
• and
• provide the UI as modified for display to the particular user.

A device comprising:

• a processor;
• and
• one or more computer-readable non-transitory storage media coupled to the processor and embodying software that:
• access a base user experience (UX) comprising a user interface (UI) having one or more graphical elements corresponding to one or more features of a computing system;
• determine one or more user categories based at least in part on previous interactions with one or more of the graphical elements of the UI by a plurality of users of the computing system;
• classify, using a machine-learning algorithm, a particular user into one or more of the user categories based at least in part on current interactions performed by the particular user with the UI;
• determine, relative to the base UX, one or more modifications to the UI based at least in part on the classification of the particular user into one or more of the user categories, wherein:
• the modifications to the UI modify one or more features of the graphical elements;
• one or more of the modifications comprises a graphical element associated with one or more of the modifications;
• and
• the graphical element associated with one or more of the modifications is associated with a window illustrating a use of one or more features of the computing system;
• apply the modifications to the UI;
• and
• provide the UI as modified for display to the particular user.