User event pattern prediction and presentation

A computing device comprising a computer memory and a computer processor that is configured to provide visual representations of predicted user event patterns, the computing device comprising:

• determining, using one or more sensors, a current event including at least a current location of the user;
• based on at least the current event, determining a prediction of user event patterns in association with the user, each of the user event patterns including one or more future events corresponding with the user;
• and
• causing display of the user event patterns via a graphical user interface, the user event patterns visually represented in a marginal density chart in which a marginal probability of a user partaking in an event is provided in association with a time interval.

A computerized method for providing visual representations of predicted user event patterns, the method comprising:

• determining, using one or more sensors, a current event including at least a current location of the user;
• based on at least the current event, determining a prediction of a user event pattern in association with the user, the user event pattern including one or more future events corresponding with the user;
• and
• causing display of the user event pattern via a graphical user interface, the user event pattern visually represented in an electronic calendar view among other calendar items by visually emphasizing a set of calendar items in the electronic calendar corresponding with the predicted event pattern, the set of calendar items comprising a first calendar item and a second calendar item, wherein visually emphasizing the first calendar item and the second calendar item is based on corresponding probabilities of the user proceeding the set of calendar items over corresponding other calendar items.