Abstract: Embodiments of the present disclosure disclose a method, non-transitory computer readable medium and computing device for optimizing arrangement of an icon on a display unit of a device. The method comprises determining a cumulative position score of each of plurality of grids on the display unit. The method further comprises determining a cumulative acquaintance score of the icon on the display unit. The method further comprises deriving a compatibility score between each of the plurality of grids and the icon based on the cumulative position score and the cumulative acquaintance score. The method further comprises optimizing the arrangement of the icon on the display unit based on the compatibility score.

Abstract: The present disclosure relates to a method and a system for recommending one or more gestures to a user interacting with a computing device. The system receives gesture data from one or more sensors. Based on the gesture data, for each gesture, system determines a noise score and at least one of proximity score, shape score, and strength score. The noise score is set in order to rank gesture based on the mistake made by user or each time when the gesture was not detected properly by the system. Based on the noise score and at least one of the proximity score, shape score, and strength score, a cumulative score is calculated. If the cumulative score is above a predefined cumulative score then user is recommended to change the gesture. If the cumulative score is below the predefined cumulative score then user is recommended to improve gesture.

Abstract: The present disclosure relates to a method and a system for recommending one or more gestures to a user interacting with a computing device. The system receives gesture data from one or more sensors. Based on the gesture data, for each gesture, system determines a noise score and at least one of proximity score, shape score, and strength score. The noise score is set in order to rank gesture based on the mistake made by user or each time when the gesture was not detected properly by the system. Based on the noise score and at least one of the proximity score, shape score, and strength score, a cumulative score is calculated. If the cumulative score is above a predefined cumulative score then user is recommended to change the gesture. If the cumulative score is below the predefined cumulative score then user is recommended to improve gesture.

Abstract: Embodiments of the present disclosure disclose a method, non-transitory computer readable medium and computing device for optimizing arrangement of an icon on a display unit of a device. The method comprises determining a cumulative position score of each of plurality of grids on the display unit. The method further comprises determining a cumulative acquaintance score of the icon on the display unit. The method further comprises deriving a compatibility score between each of the plurality of grids and the icon based on the cumulative position score and the cumulative acquaintance score. The method further comprises optimizing the arrangement of the icon on the display unit based on the compatibility score.