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1. US20200167645 - INFORMATION PROCESSING AND MODEL TRAINING METHODS, APPARATUSES, ELECTRONIC DEVICES, AND STORAGE MEDIUMS

Office
United States of America
Application Number 16480925
Application Date 24.05.2018
Publication Number 20200167645
Publication Date 28.05.2020
Publication Kind A1
IPC
G06N 3/08
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
H04L 29/08
HELECTRICITY
04ELECTRIC COMMUNICATION TECHNIQUE
LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
29Arrangements, apparatus, circuits or systems, not covered by a single one of groups H04L1/-H04L27/136
02Communication control; Communication processing
06characterised by a protocol
08Transmission control procedure, e.g. data link level control procedure
G06F 3/14
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
FELECTRIC DIGITAL DATA PROCESSING
3Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
14Digital output to display device
G06N 3/04
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
04Architecture, e.g. interconnection topology
G06F 9/451
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
FELECTRIC DIGITAL DATA PROCESSING
9Arrangements for program control, e.g. control units
06using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
44Arrangements for executing specific programs
451Execution arrangements for user interfaces
CPC
H04L 67/26
HELECTRICITY
04ELECTRIC COMMUNICATION TECHNIQUE
LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
67Network-specific arrangements or communication protocols supporting networked applications
26Push based network services
G06N 3/08
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
G06F 9/451
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
9Arrangements for program control, e.g. control units
06using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
44Arrangements for executing specific programs
451Execution arrangements for user interfaces
G06N 3/04
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
04Architectures, e.g. interconnection topology
G06F 3/14
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
3Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
14Digital output to display device ; ; Cooperation and interconnection of the display device with other functional units
Applicants Beijing Kingsoft Internet Security Software Co., Ltd.
Inventors Hsien-de HUANG
Title
(EN) INFORMATION PROCESSING AND MODEL TRAINING METHODS, APPARATUSES, ELECTRONIC DEVICES, AND STORAGE MEDIUMS
Abstract
(EN)

Embodiments of the present application provide information processing and model training methods, apparatuses, electronic devices and storage mediums. The method includes: obtaining to-be-processed pop-up information sent to an electronic device; inputting the to-be-processed pop-up information into a pop-up management model; wherein the pop-up management model is a model that is constructed based on a deep neural network and configured for determining whether the input pop-up information is pop-up information that is of interest to a user; wherein the pop-up information that is of interest to the user is information whose degree of attention is greater than a threshold; if an output result of the pop-up management model is information indicating that the to-be-processed pop-up information is the pop-up information that is of interest to the user, sending the to-be-processed pop-up information to an electronic device, so that the electronic device displays the to-be-processed pop-up information through a pop-up function. With the embodiments of the present application, the problem that the electronic device displays a large amount of pop-up information that is not of interest to a user is solved, and thus the user experience is improved.


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