Abstract: Disclosed is a method for a social interaction by a robot device. The method includes receiving an input from a user, determining an emotional state of the user by mapping the received input with a set of emotions and dynamically interacting with the user based on the determined emotional state in response to the input. Dynamically interacting with the user includes generating contextual parameters based on the determined emotional state. The method includes determining an action in response to the received input based on the generated contextual parameters and performing the determined action. The method further includes receiving another input from the user in response to the performed action and dynamically updating the mapping of the received input with the set of emotions based on the other input for interacting with the user.

Abstract: The present disclosure relates to a method and a layout generation system for generating dynamic User Interface (UI) layout for an electronic device. The method includes identifying one or more operations related to at least one UI element based on a current state of a display screen of the electronic device, calculating a saliency score and an aesthetic score for each of a plurality of grids determined on the display screen, based on the calculated saliency score and the calculated aesthetic score, identifying a plurality of candidate regions, identifying an optimal region from the plurality of candidate regions based on a user interaction score and generating the dynamic UI layout by performing the one or more operations related to the at least one UI element in the optimal region.

Abstract: Methods and systems for grouping of media based on similarities between features of media data are provided. A method of managing a plurality of images may include: identifying a threshold distance for clustering the plurality of images based on a degree of similarity between the plurality of images; extracting a plurality of feature vectors corresponding to the plurality of images; and generating at least one cluster comprising at least two images among the plurality of images, based on cosine distances between feature vectors corresponding to the at least two images being less than the threshold distance.

Abstract: Disclosed is a method for a social interaction by a robot device. The method includes receiving an input from a user, determining an emotional state of the user by mapping the received input with a set of emotions and dynamically interacting with the user based on the determined emotional state in response to the input. Dynamically interacting with the user includes generating contextual parameters based on the determined emotional state. The method includes determining an action in response to the received input based on the generated contextual parameters and performing the determined action. The method further includes receiving another input from the user in response to the performed action and dynamically updating the mapping of the received input with the set of emotions based on the other input for interacting with the user.

Abstract: Disclosed is a method for a social interaction by a robot device. The method includes receiving an input from a user, determining an emotional state of the user by mapping the received input with a set of emotions and dynamically interacting with the user based on the determined emotional state in response to the input. Dynamically interacting with the user includes generating contextual parameters based on the determined emotional state. The method includes determining an action in response to the received input based on the generated contextual parameters and performing the determined action. The method further includes receiving another input from the user in response to the performed action and dynamically updating the mapping of the received input with the set of emotions based on the other input for interacting with the user.

Abstract: The present disclosure relates to a method and a layout generation system for generating dynamic User Interface (UI) layout for an electronic device. The method includes identifying one or more operations related to at least one UI element based on a current state of a display screen of the electronic device, calculating a saliency score and an aesthetic score for each of a plurality of grids determined on the display screen, based on the calculated saliency score and the calculated aesthetic score, identifying a plurality of candidate regions, identifying an optimal region from the plurality of candidate regions based on a user interaction score and generating the dynamic UI layout by performing the one or more operations related to the at least one UI element in the optimal region.

Abstract: A method of outputting a response to a user input in an electronic device is provided. The method includes receiving a user input from a user and, in response to receiving the user input, generating a first response comprising first content based on the user input, obtaining contextual information of the user, generating a second response comprising second content based on the contextual information, the second content being different from the first content, generating a combined response based on the first response and the second response, and outputting the combined response.

Abstract: Disclosed is a method for a social interaction by a robot device. The method includes receiving an input from a user, determining an emotional state of the user by mapping the received input with a set of emotions and dynamically interacting with the user based on the determined emotional state in response to the input. Dynamically interacting with the user includes generating contextual parameters based on the determined emotional state. The method includes determining an action in response to the received input based on the generated contextual parameters and performing the determined action. The method further includes receiving another input from the user in response to the performed action and dynamically updating the mapping of the received input with the set of emotions based on the other input for interacting with the user.