Nokia Corporation

Taneli Mielikainen

Olivier Dousse

Nikolai Nefedov

Juha Kalevi Laurila

Disclosed is an apparatus, method and computer program device which send a prediction request to a prediction service to construct a prediction result, receives a prediction result and an estimation of accuracy of the prediction result from the prediction service and configures an application to adapt to at least one of user preferences, behavior and habits based upon the prediction result and estimation of accuracy of the prediction result. The prediction service can include an over-the-air server which is coupled to a prediction server or a dedicated API residing on one or more user devices and configured to access a prediction server.

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Menlo Park, CA, United States of America

Taneli Mielikainen