Predicting a meaningful event based on user interaction data for a webpage

A system comprising:

• a processing unit;
• and
• a computer-readable storage medium having computer-executable instructions stored thereupon, which, when executed by the processing unit, cause the processing unit to perform operations comprising:
• receiving interaction data associated with a webpage, the interaction data including user interactions with at least one of content of the webpage or a browser window within which the content of the webpage is rendered for display via a computing device;
• applying a machine learning model to the interaction data, wherein the machine learning model is trained to predict an occurrence of an event;
• predicting, based on the applying the machine learning model to the interaction data, the occurrence of the event;
• and
• providing, to a provider of the webpage, an indication that the occurrence of the event has been predicted before the occurrence of the event.

A method comprising:

• receiving interaction data associated with an application, the interaction data including user interactions with at least one of content of the application or a window within which the content of the application is rendered for display via a mobile device;
• applying, by a processing unit, a machine learning model to the interaction data, wherein the machine learning model is trained to predict an occurrence of an event;
• predicting, based on the applying the machine learning model to the interaction data, the occurrence of the event;
• and
• providing, to the application, an indication that the occurrence of the event has been predicted before the occurrence of the event.