Cognitive computing for servers and mobile devices
AssigneeInternational Business Machines Corporation
InventorsPradip Bose, Alper Buyuktosunoglu, Augusto Javier Vega
Life of this patent
Estimating the term…
Abstract
Techniques for implementing a safety protocol are provided. In one example, a system is provided that can execute a machine-learned model to determine cognitive data representing a prediction about a state of an environment and an action to be performed in response to the prediction. The system can determine that a connection with a remote device is unavailable, and in response activate a safety protocol.
Claims20
A system, comprising:
- a memory that stores computer executable components;
- a processor that executes computer executable components stored in the memory, wherein the computer executable components comprise:
- a cognitive agent component that, based on context data that represents a state of an environment and based on model data indicative of a machine-learned model of interpreting the context data, determines cognitive data comprising prediction data and action data, wherein the prediction data is indicative of a prediction relating to the state of the environment and the action data is indicative of a first action to be performed in response to the prediction;
- a communication component that determines failed connection data that indicates communication with a remote device is unavailable;
- and
- a safety component that instructs the cognitive agent component to utilize a safety protocol in response to a determination of the failed connection data.
A computer program product for interpreting context information, the computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to:
- determine, by the processor, cognitive data comprising prediction data that represents a prediction relating to the state of the environment and action data that represents a first action to be performed in response to the prediction, wherein determination of the cognitive data is based on context data that represents a state of an environment and based on model data that describes a machine-learned model of interpreting the context data, wherein the model comprises a safety protocol;
- determine, by the processor, connection unavailability data that represents an indication that communication with a remote device that trains the model is unavailable;
- and
- determine, by the processor, the cognitive data based on the safety protocol of the model data, wherein determination of the cognitive data based on the safety protocol is performed in response to determination of the connection unavailability data.
A computer-implemented method, comprising:
- determining, by a device operatively coupled to a processor, cognitive data comprising prediction data, confidence data, and action data, wherein the prediction data represents a prediction relating to a characteristic of an environment, wherein the confidence data represents a confidence measure of the prediction, wherein the action data represents an action to be performed in response to the prediction, and wherein the determining is based on context data and model data, the context data representing the characteristic of the environment and model data represents a machine-learned model of interpreting the context data;
- determining, by the device, connection unavailability data representing an indication that communication with a remote device that trains a safety protocol of the model data is unavailable;
- and
- in response to the determining the connection unavailability data, generating, by the device, the cognitive data based on the safety protocol.
Dependencies are inferred from the claim text.