Vehicle having an intelligent user interface
AssigneeMicron Technology, Inc.
InventorRobert Richard Noel Bielby
Life of this patent
Estimating the term…
Abstract
Embodiments of the present disclosure relate to a vehicle user interface. The vehicle user interface may receive user input from an input system. It may present user selectable options or prompt user action via an output system. The vehicle user interface may transmit, via a communication interface, to a computing system a series of user inputs received from at least the first input system, wherein the computing system is configured to extract at least one feature from the series of user inputs and generate a prediction model based on the at least one feature. At least one predicted option may be identified based on the prediction model. The vehicle user interface may instruct the first output system to present the at least one predicted option.
Claims20
A method comprising:
- receiving user input data from a first input system of a vehicle user interface;
- presenting user selectable options and prompting user action via a first output system of the vehicle user interface;
- transmitting, via a communication interface, to a computing system, a series of user input data received from at least the first input system;
- extracting, at the computing system, features from the series of user input data;
- generating, at the computing system, a prediction model based on a first cluster of features;
- extracting a second cluster of features;
- establishing a confidence level of the second cluster of features against the prediction model;
- identifying at least one predicted option based on the prediction model when the confidence level is higher than a predetermined threshold;
- and
- instructing the first output system to present the at least one predicted option.
A system, comprising:
- a user interface in communication with a vehicle;
- a tiered menu system comprising a hierarchy of selectable options;
- a first input system of the user interface configured to receive user input data;
- a first output system of the user interface configured to present at least a portion of the user selectable options and prompt user action;
- and
- a communication interface configured to transmit to a computing system, a series of user input data received from at least the first input system, wherein the computing system is configured to extract features from the series of user input data and generate a prediction model based on a first cluster of features, wherein the computing system is further configured to extract a second cluster of features, establish a confidence level of the second cluster of features against the prediction model, and identify at least one predicted option based on the prediction model when the confidence level is higher than a predetermined threshold;
- and
- the communication interface configured to instruct the first output system to present the at least one predicted option.
A system, comprising:
- a processor;
- a memory that stores a plurality of instructions, which, when executed, causes the processor to:
- monitor user activities obtained from a first input system of a vehicle user interface;
- present user selectable options and prompt user action via a first output system of the vehicle user interface;
- transmit to a computing system, a set of user activities obtained from at least the first input system, wherein the computing system is configured to extract features from the set of user activities and generate a prediction model based on a first cluster of features, wherein the computing system is further configured to extract a second cluster of features, establish a confidence level of the second cluster of features against the prediction model, and identify a predicted option based on the prediction model when the confidence level is higher than a predetermined threshold;
- and
- instruct the first output system to present the prediction model.
Dependencies are inferred from the claim text.