US 11,240,629 B2 · Artificial device and method for controlling the same

Abstract

Disclosed are an artificial device and a method for controlling the same. In the method for controlling the artificial device according to an embodiment of the present specification, source data for creating a profile of a user is acquired and a cluster including location information of the user and data on an event associated with the location information is created. In addition, the profile of the user is created by using the cluster, and region of interest (ROI) data is generated based on the profile of the user. According to the method, the ROI data including information on a region of interest to the user may be generated. The intelligent device of the present disclosure can be associated with artificial intelligence modules, drones (unmanned aerial vehicles (UAVs)), robots, augmented reality (AR) devices, virtual reality (VR) devices, devices related to 5G service, etc.

Claims17

Dependent claims

A method for controlling an artificial intelligence device, the method comprising:

acquiring source data from at least one user terminal of a user;
generating, based on the source data, a cluster composed of location information of the user and data of one or more events associated with the location information;
generating a profile of the user by analyzing the cluster;
and
generating region of interest (ROI) data by setting a geographic region in which the user is interested based on the profile of the user, wherein generating the ROI data comprises performing a labeling operation based on the profile of the user in the geographic region,
obtaining labeling data for generating the ROI data based on the profile of the user,
wherein the labeling data is extracted as keywords for data types of the one or more events,
wherein the labeling data is generated as output of a trained artificial neural network model,
wherein input of the artificial neural network is a feature value extracted from the profile of the user, and
wherein the feature value is keyword information included in the profile of the user.

7 more elements

An artificial intelligence device, comprising:

a memory;
a display;
and
a processor,
wherein the processor is configured to:
acquire source data from at least one user terminal of a user;
generate, based on the source data, a cluster composed of location information of the user and data of one or more events associated with the location information;
generate a profile of the user by analyzing the cluster;
and
generate region of interest (ROI) data by setting a geographic region in which the user is interested, based on the profile of the user, and
wherein generating the ROI data comprises performing a labeling operation based on the profile of the user in the geographic region,
wherein the processor is further configured to obtain labeling data for generating the ROI data based on the profile of the user,
wherein the labeling data is extracted as keywords for data types of the one or more events,
wherein the labeling data is generated as output of a trained artificial neural network model,
wherein input of the artificial neural network is a feature value extracted from the profile of the user, and
wherein the feature value is keyword information included in the profile of the user.

13 more elements

Dependencies are inferred from the claim text.

Artificial device and method for controlling the same

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Artificial device and method for controlling the same

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Abstract

Claims17