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1. WO2019001185 - INFORMATION PROCESSING AND MODEL TRAINING METHOD, APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM

Publication Number WO/2019/001185
Publication Date 03.01.2019
International Application No. PCT/CN2018/088249
International Filing Date 24.05.2018
IPC
G06F 9/44 2018.1
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
CPC
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
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
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
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 3/04
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
Applicants
  • 北京金山安全软件有限公司 BEIJING KINGSOFT INTERNET SECURITY SOFTWARE CO., LTD. [CN]/[CN]
Inventors
  • 黄献德 HUANG, Hsien-de
Agents
  • 北京柏杉松知识产权代理事务所(普通合伙) PATENTSINO IP FIRM
Priority Data
201710525652.030.06.2017CN
Publication Language Chinese (zh)
Filing Language Chinese (ZH)
Designated States
Title
(EN) INFORMATION PROCESSING AND MODEL TRAINING METHOD, APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM
(FR) PROCÉDÉ DE TRAITEMENT D’INFORMATIONS ET D’APPRENTISSAGE DE MODÈLE, APPAREIL, DISPOSITIF ÉLECTRONIQUE ET SUPPORT D’INFORMATIONS
(ZH) 信息处理和模型训练方法、装置、电子设备、存储介质
Abstract
(EN) Provided in an embodiment of the present application are an information processing and model training method, an apparatus, an electronic device and a storage medium, the method comprising: acquiring pop-up information to be processed that is sent to an electronic device; inputting the pop-up information to be processed into a pop-up management model, the pop-up management model being a model which is built on the basis of a deep neural network and which is used to determine whether the inputted pop-up information is pop-up information in which a user is interested, and the pop-up information in which the user is interested being information for which a degree of attention is greater than a threshold value; and if an output result of the pop-up management model is pop-up information to be processed that is pop-up information in which the user is interested, sending the pop-up information to be processed to the electronic device such that the pop-up information to be processed is displayed by the electronic device by means of a pop-up function. By applying the embodiment of the present application, the problem whereby an electronic device displays a large amount of pop-up information which is not of interest to a user is solved, thus improving user experience.
(FR) Un mode de réalisation de la présente invention se rapporte à un procédé de traitement d’informations et d’apprentissage de modèle, à un appareil, à un dispositif électronique et à un support d’informations. Le procédé comprend : l’acquisition d’informations contextuelles à traiter qui sont envoyées à un dispositif électronique ; l’introduction des informations contextuelles à traiter dans un modèle de gestion contextuelle, le modèle de gestion contextuelle étant un modèle qui est construit sur la base d’un réseau neuronal profond et qui est utilisé pour déterminer si les informations contextuelles introduites sont des informations contextuelles auxquelles un utilisateur est intéressé, et les informations contextuelles auxquelles l’utilisateur est intéressé étant des informations pour lesquelles un degré d’attention est supérieur à une valeur seuil ; et si un résultat de sortie du modèle de gestion contextuelle est que des informations contextuelles à traiter sont des informations contextuelles auxquelles l’utilisateur est intéressé, l’envoi des informations contextuelles à traiter au dispositif électronique de sorte que les informations contextuelles à traiter sont affichées par le dispositif électronique au moyen d’une fonction contextuelle. Par l’application du mode de réalisation de la présente invention, le problème selon lequel un dispositif électronique affiche une grande quantité d’informations contextuelles qui n’intéressent pas un utilisateur est résolu, ce qui améliore la convivialité d’utilisation.
(ZH) 本申请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。应用本申请实施例,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,提高了用户体验。
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