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 decoupling cognitive model training from execution of the cognitive model are provided. In one example, a computer program product is provided that determines cognitive data based on context data and a model of interpreting the context data. The cognitive data can comprise prediction data that represents a prediction relating to a state of an environment. The context data and the cognitive data can be transmitted to a server, and an updated model can be received in response.
Claims21
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 a state of an environment, wherein the determination is based on context data that represents the state of the environment and based on first model data that describes a machine-learned model of interpreting the context data;
- facilitate, by the processor, transmission of at least a portion of the context data and at least a portion of the cognitive data to a first device;
- and
- receive, by the processor, update data comprising second model data that represents an update to the first model data, wherein reception is in response to the transmission.
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 communication component that receives, from a first device, context data that represents extrinsic data monitored by a sensor device;
- and
- a cognitive server component that, based on a machine-learning analysis of the context data, determines first model data that represents an artificial intelligence-based model trained to interpret the context data, wherein the communication component transmits the first model data to the first device.
A computer-implemented method, comprising:
- determining, by a device operatively coupled to a processor, cognitive data comprising prediction data that represents a prediction relating to a characteristic of an environment based on context data that represents the characteristic of the environment and based on first model data that describes a model of interpreting the context data;
- and
- receiving, by the device, update data comprising second model data that represents an update to the first model data, wherein the receiving is based on transmission of at least a portion of the context data and at least a portion of the cognitive data to a first device.
21-30. (canceled)
Dependencies are inferred from the claim text.