Haptic-based artificial neural network training
First Claim
1. A method for training an algorithm designed to monitor a first device, the method comprising:
- receiving a first data;
determining, by one or more processors, a first recommendation for a first device using the received first data and an algorithm;
causing a second device to provide haptic feedback using the received first data;
receiving a second recommendation for the first device based on the haptic feedback;
determining, by the one or more processors, that the second recommendation is different than the first recommendation; and
adjusting, by the one or more processors, at least one parameter of the algorithm based on the determination that the second recommendation is different than the first recommendation.
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Accused Products
Abstract
In a method for training an artificial neural network based algorithm designed to monitor a first device, a processor receives a first data. A processor determines a first service action recommendation for a first device using the received first data and an artificial neural network (ANN) algorithm. A processor causes a second device to provide haptic feedback using the received first data. A processor receives a second service action recommendation for the first device based on the haptic feedback. A processor adjusts at least one parameter of the ANN algorithm such that the ANN algorithm determines a third service action recommendation for the first device using the received first data, wherein the third service action recommendation is equivalent to the second service action recommendation.
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Citations
20 Claims
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1. A method for training an algorithm designed to monitor a first device, the method comprising:
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receiving a first data; determining, by one or more processors, a first recommendation for a first device using the received first data and an algorithm; causing a second device to provide haptic feedback using the received first data; receiving a second recommendation for the first device based on the haptic feedback; determining, by the one or more processors, that the second recommendation is different than the first recommendation; and adjusting, by the one or more processors, at least one parameter of the algorithm based on the determination that the second recommendation is different than the first recommendation. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A computer program product for training an algorithm designed to monitor a first device, the computer program product comprising:
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one or more computer-readable storage devices and program instructions stored on the one or more computer-readable storage devices, the program instructions comprising; program instructions to receiving a first data; program instructions to determine a first recommendation for a first device using the received first data and an algorithm; program instructions to cause a second device to provide haptic feedback using the received first data; program instructions to receive a second recommendation for the first device based on the haptic feedback; program instructions to determine that the second service action recommendation is different than the first recommendation; and program instructions to adjust at least one parameter of the algorithm based on the determination that the second recommendation is different than the first recommendation. - View Dependent Claims (10, 11, 12, 13, 14, 15, 16)
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17. A computer system for training an algorithm designed to monitor a first device, the computer system comprising:
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one or more computer processors, one or more computer-readable storage media, and program instructions stored on the computer-readable storage media for execution by at least one of the one or more processors, the program instructions comprising; program instructions to receiving a first data; program instructions to determine a first recommendation for a first device using the received first data and an algorithm; program instructions to cause a second device to provide haptic feedback using the received first data; program instructions to receive a second recommendation for the first device based on the haptic feedback; program instructions to determine that the second recommendation is different than the first recommendation; and program instructions to adjust at least one parameter of the algorithm based on the determination that the second recommendation is different than the first recommendation. - View Dependent Claims (18, 19, 20)
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Specification