Method for producing a model for automated prediction of interactions of a user with a user interface of a motor vehicle

A method (10) for producing a model (15) for automated prediction of interactions of a user with a user interface of a motor vehicle, the method comprising:

• providing vehicle operating logs (11, 12, 13) where each vehicle operating log (11, 12, 13) includes a record of a time sequence of user interactions with the user interface;
• assigning context information (21, 22) to each of the user interactions recorded in the vehicle operating logs (11, 12, 13), the context information (21, 22) including a functional category (21) of the user interaction and a driving state (22) of the motor vehicle at the time of the user interaction, and training data (14) being generated based on the vehicle operating logs (11, 12, 13) and the associated context information (21, 22);
• and
• training a context-sensitive interaction model (15) by machine learning based on the training data (14) to make a prediction about a future user interaction based on a time sequence of past user interactions.