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Data optimization method and device, storage medium and electronic equipment

A technology of data optimization and electronic equipment, applied in the field of data processing, which can solve the problems of relying on manpower and expert knowledge, poor flexibility, etc.

Pending Publication Date: 2020-10-20
GUANGDONG OPPO MOBILE TELECOMM CORP LTD
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  • Abstract
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  • Application Information

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Problems solved by technology

However, data optimization in related technologies relies too much on manpower and expert knowledge, resulting in poor flexibility

Method used

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  • Data optimization method and device, storage medium and electronic equipment
  • Data optimization method and device, storage medium and electronic equipment
  • Data optimization method and device, storage medium and electronic equipment

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Embodiment Construction

[0025] Referring to the drawings, wherein the same reference numerals represent the same components, the principles of the present application are exemplified by being implemented in a suitable computing environment. The following description is based on illustrated specific embodiments of the present application, which should not be construed as limiting other specific embodiments of the present application that are not described in detail here.

[0026] With the miniaturization and intelligence of sensors, electronic devices such as mobile phones and tablet computers integrate more and more sensors, such as light sensors, distance sensors, position sensors, acceleration sensors, and gravity sensors, etc. Electronic equipment can collect more data with less power consumption through its configured sensors. At the same time, during the operation of the electronic device, data related to its own operation status and data related to the user status will be collected, and so on. ...

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Abstract

The embodiment of the invention discloses a data optimization method and device, a storage medium and electronic equipment. Firstly, to-be-optimized data needing to be subjected to data optimization can be obtained by the electronic equipment, target data quality required to be achieved when the to-be-optimized data is subjected to data optimization is determined, then a reinforcement learning model corresponding to the to-be-optimized data is constructed, and iterative optimization is performed on the to-be-optimized data through the constructed reinforcement learning model, so that the dataquality of the to-be-optimized data reaches the target data quality. Therefore, the data optimization process of the data is converted into a reinforcement learning process, the data can be optimizedmore flexibly, and the data quality is improved.

Description

technical field [0001] The present application relates to the technical field of data processing, and in particular to a data optimization method, device, storage medium and electronic equipment. Background technique [0002] At present, in order to improve the data quality of the data, the relevant technologies adopt artificially formulated rules to optimize the data, so as to enhance its utilization value. However, data optimization in related technologies relies too much on manpower and expert knowledge, resulting in poor flexibility. Contents of the invention [0003] Embodiments of the present application provide a data optimization method device, a storage medium, and an electronic device, capable of flexibly optimizing data. [0004] In the first aspect, the embodiment of the present application provides a data optimization method applied to electronic devices, and the data optimization method includes: [0005] Obtain the data to be optimized that needs to be opt...

Claims

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Application Information

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IPC IPC(8): G06N20/20
CPCG06N20/20
Inventor 何明陈仲铭米岚刘耀勇陈岩
Owner GUANGDONG OPPO MOBILE TELECOMM CORP LTD
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