Abstract: In a method of predicting a position of an object at a future time point for a vehicle, video image information at a current time point and at a plurality of time points before the current time point acquired through a camera of the vehicle may be extracted as semantic segmentation image. A mask image imaging an attribute and position information of an object present in each of the video images may be extracted. A position distribution of the object may be predicted by deriving a plurality of hypotheses for a position of the object at a future time point through deep learning by receiving video images at the current time point and the time points before the current time point, a plurality of semantic segmentation images, a plurality of mask images, and ego-motion information of the vehicle, and calculating the plurality of hypotheses as a Gaussian mixture probability distribution.

Abstract: Provided are a device for providing a response operation corresponding to a device usage inquiry and a method of controlling the device. The method of controlling a device for providing a response operation corresponding to a device usage inquiry may include: receiving a user input corresponding to the device usage inquiry; classifying the device usage inquiry by analyzing the received user input corresponding to the device usage inquiry; extracting operation scenario information corresponding to a result of the classifying the device usage inquiry; and executing preset response operations of the device based on the operation scenario information, wherein the classifying includes classifying the device usage inquiry by inputting the user input of the device usage inquiry to a learning model that is a pre-generated.

Abstract: An electronic apparatus for filtering a plurality of messages, via a user interface including a filtering bar. A display is for displaying a plurality of messages, and an input is to request a filtering of the plurality of messages based on importance.

Abstract: Provided are a device for providing a response operation corresponding to a device usage inquiry and a method of controlling the device. The method of controlling a device for providing a response operation corresponding to a device usage inquiry may include: receiving a user input corresponding to the device usage inquiry; classifying the device usage inquiry by analyzing the received user input corresponding to the device usage inquiry; extracting operation scenario information corresponding to a result of the classifying the device usage inquiry; and executing preset response operations of the device based on the operation scenario information, wherein the classifying includes classifying the device usage inquiry by inputting the user input of the device usage inquiry to a learning model that is a pre-generated.

Abstract: An electronic apparatus for filtering a plurality of messages and a method thereof are disclosed. The method includes displaying at least some of the plurality of messages; receiving an input that requests a filtering of the plurality of messages; obtaining one or more messages having an importance that meets the filtering request of the user from among the plurality of messages based on an importance of each of the plurality of messages, in response to the input; and displaying the one or more obtained messages.