US 12,086,611 B2
Electronic device for executing application in background process and operating method of the electronic device
Injune Baek, Suwon-si (KR)
Assigned to SAMSUNG ELECTRONICS CO., LTD., Suwon-si (KR)
Filed by SAMSUNG ELECTRONICS CO., LTD., Suwon-si (KR)
Filed on Feb. 14, 2023, as Appl. No. 18/109,606.
Application 18/109,606 is a continuation of application No. PCT/KR2023/000808, filed on Jan. 17, 2023.
Claims priority of application No. 10-2022-0012593 (KR), filed on Jan. 27, 2022.
Prior Publication US 2023/0236842 A1, Jul. 27, 2023
Int. Cl. G06F 1/24 (2006.01); G06F 9/445 (2018.01); G06F 9/4401 (2018.01)
CPC G06F 9/445 (2013.01) [G06F 9/4401 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A method, performed by an electronic device, of executing an application in a background process, the method comprising:
obtaining feature data including one or more features, each of the one or more features indicating one or more attributes related to a usage history of the electronic device;
obtaining priority information corresponding to the one or more features of the feature data;
based on the priority information, dividing the one or more features into first features and second features;
compressing the second features;
combining the first features with the compressed second features;
obtaining preprocessed features by applying a combination of the first features and the compressed second features to a plurality of first machine learning models;
obtaining, by applying the preprocessed features to a second machine learning model, probability values of a plurality of applications that are predicted to be executed on the electronic device; and
based on the probability values, executing one or more applications from among the plurality of applications in the background process of the electronic device.