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Data processing method, device and equipment, and storage medium

A data processing and data technology, applied in the field of data processing, can solve the problems of low accuracy of user personalized recommendation and inability to accurately evaluate user experience satisfaction.

Active Publication Date: 2020-10-20
CHINA UNITED NETWORK COMM GRP CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] Embodiments of the present application provide a data processing method, device, device, and storage medium to solve the problem that in the prior art, the evaluation of user experience satisfaction cannot be accurately realized, which in turn leads to a low accuracy rate of personalized recommendations for users.

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  • Data processing method, device and equipment, and storage medium
  • Data processing method, device and equipment, and storage medium
  • Data processing method, device and equipment, and storage medium

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Embodiment Construction

[0057] In order to make the purposes, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments It is a part of the embodiments of this application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of this application.

[0058] The terms "first", "second", "third", "fourth", etc. (if any) in the description and claims of this application and the above drawings are used to distinguish similar objects and not necessarily Describe a specific order or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such that the embodime...

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Abstract

Embodiments of the invention provide a data processing method, device and equipment, and a storage medium. The method comprises the following steps: obtaining a feature vector of a target user; according to the feature vector of the target user, obtaining a satisfaction prediction result corresponding to the target user through a target prediction model, wherein the target prediction model is obtained by training a collaborative filtering model through weights corresponding to personalized features of a plurality of historical users, feature vectors of the historical users and satisfaction scores; and pushing personalized demand information to a terminal used by the target user according to the satisfaction prediction result. The method provided by the embodiment of the invention can solvethe problem that in the prior art, the user experience satisfaction evaluation cannot be accurately realized, so that the accuracy of personalized recommendation of the user is relatively low.

Description

technical field [0001] The embodiments of the present application relate to the technical field of data processing, and in particular, to a data processing method, device, device, and storage medium. Background technique [0002] With the increase of user scale and the rapid growth of the amount of generated data, in order to cope with fierce market competition, operators are increasingly relying on precise statistical analysis of data to achieve scientific management and decision-making. Among them, in order to be able to more accurately push services such as business to users, user experience satisfaction can be evaluated through statistical analysis of data. [0003] At present, for the evaluation of satisfaction, the existing scheme is to establish a four-layer user perception index system: KPI-KQI-QoE-satisfaction (wherein, key performance indicators are Key Performance Indicators, referred to as KPI; key quality indicators are Key Quality Indicators (KQI for short; Qu...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/9535G06F16/9536G06Q30/02
CPCG06F16/9535G06F16/9536G06Q30/0201G06Q30/0202Y02P90/30
Inventor 张萌葛俊何仲勉刘伟
Owner CHINA UNITED NETWORK COMM GRP CO LTD