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1. CN107402754 - Information processing and model training method and device, electronic equipment and storage medium

Office
China
Application Number 201710525652.0
Application Date 30.06.2017
Publication Number 107402754
Publication Date 28.11.2017
Publication Kind A
IPC
G06F 9/44
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
G06F 9/54
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
46Multiprogramming arrangements
54Interprogram communication
G06F 17/30
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
FELECTRIC DIGITAL DATA PROCESSING
17Digital computing or data processing equipment or methods, specially adapted for specific functions
30Information retrieval; Database structures therefor
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
G06K 9/62
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62Methods or arrangements for recognition using electronic means
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
CPC
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
G06F 9/542
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
46Multiprogramming arrangements
54Interprogram communication
542Event management; Broadcasting; Multicasting; Notifications
G06F 16/9535
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
16Information retrieval; Database structures therefor; File system structures therefor
90Details of database functions independent of the retrieved data types
95Retrieval from the web
953Querying, e.g. by the use of web search engines
9535Search customisation based on user profiles and personalisation
G06K 9/6273
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62Methods or arrangements for recognition using electronic means
6267Classification techniques
6268relating to the classification paradigm, e.g. parametric or non-parametric approaches
627based on distances between the pattern to be recognised and training or reference patterns
6271based on distances to prototypes
6272based on distances to cluster centroïds
6273Smoothing the distance, e.g. Radial Basis Function Networks
G06N 3/0481
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
0481Non-linear activation functions, e.g. sigmoids, thresholds
H04L 67/55
Applicants KINGSOFT CORPORATION LIMITED
Inventors HUANG XIANDE
Title
(EN) Information processing and model training method and device, electronic equipment and storage medium
(ZH) 信息处理和模型训练方法、装置、电子设备、存储介质
Abstract
(EN) An embodiment of the invention provides an information processing and model training method and device, electronic equipment and a storage medium. The method comprises the following steps: acquiring to-be-processed pop-up window information which is transmitted to the electronic equipment; inputting the to-be-processed pop-up window information into a pop-up window management model, wherein the pop-up window management model is a model which is constructed on the basis of a deep neural network and is used for judging whether the inputted popped-up window information attracts a user or not, and the popped-up window information which attracts the user is information of which the attention is greater than a threshold value; and if an output result of a popped-up window management model is the popped-up window information which attracts the user, transmitting the to-be-processed popped-up window information to the electronic equipment so that the electronic equipment displays the to-be-processed popped-up window information through a popped-up window function. By the embodiment, the problem that the electronic equipment displays a large number of popped-up window information which does not attract the user is solved.
(ZH) 本发明实施例提供了一种信息处理和模型训练方法、装置、电子设备、存储介质,方法包括:获取发送给电子设备的待处理弹窗信息;将待处理弹窗信息输入弹窗管理模型;弹窗管理模型为:基于深度神经网络构建的、用于确定输入的弹窗信息是否为用户感兴趣的弹窗信息的模型,用户感兴趣的弹窗信息为关注度大于阈值的信息;若弹窗管理模型的输出结果为待处理弹窗信息为用户感兴趣的弹窗信息,将待处理弹窗信息发送给电子设备,以使电子设备通过弹窗功能显示待处理弹窗信息。应用本发明实施例,解决了电子设备显示大量用户不感兴趣的弹窗信息的问题。
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