International Business Machines Corporation

Austin J Dorenkamp

Paul Gerver

Jonathan C F Fouk

Nicholas Roessler

Alexandra Lynn Dorenkamp

Jonathan Fouk

In an approach for detecting customer usage of a device and validating a customer claim about the device, a processor receives a statement from a user describing usage of a device. A processor identifies correlating events of the usage of the device via applying natural language processing techniques to the statement. A processor analyzes sensor data from the device via applying a learning model, the learning model being pre-trained to associate the sensor data with physical events. A processor provides a credibility score to the statement based on the analysis of the sensor data and the correlating events exacted from the statement.

Detecting user device usage and validating user claims

A computer-implemented method for vehicle event management. The method receives one or more sets of vehicle sensor data from a first vehicle, wherein the one or more sets of vehicle sensor data correspond to one or more sensor systems of the first vehicle. The method further maps the received one or more sets of vehicle sensor data with one or more candidate vehicle events, based on one or more sets of archived vehicle sensor data. The method further identifies one or more relationships between the received one or more sets of vehicle sensor data and the one or more candidate vehicle events, and provides an alert, to the first vehicle, with the identified one or more relationships between the received one or more sets of vehicle sensor data and the one or more candidate vehicle events.

Cognitive learning for vehicle sensor monitoring and problem detection

Apparatuses, systems and computer-implemented methods are disclosed for augmented reality stimulus removal. A field definition module determines a permitted field of view for a user. A field recognition module identifies a portion of an image stream outside the permitted field of view. The image stream is obtained by an augmented reality device of the user. An overlay module modifies the image stream for display to the user via the augmented reality device. The overlay module modifies the image stream by obscuring the portion of the image stream outside the permitted field of view in response to a restrictive mode being set for the user.

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Rochester, MN, United States of America

Austin J Dorenkamp