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Quality prediction method and device for online software system

A quality prediction and software system technology, applied in software testing/debugging, hardware monitoring, computer components, etc., can solve problems such as inability to dynamically adjust and low quality accuracy of software systems to be launched

Pending Publication Date: 2021-09-14
北京仁科互动网络技术有限公司
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Problems solved by technology

[0004] The embodiment of the present invention provides a method and device for predicting the quality of the online software system, which is used to solve the current problems that the quality accuracy of the software system to be online is not high and cannot be dynamically adjusted.

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  • Quality prediction method and device for online software system
  • Quality prediction method and device for online software system
  • Quality prediction method and device for online software system

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Embodiment Construction

[0043] In order to make the purpose, technical solutions and advantages of the present invention clearer, the technical solutions in the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the present invention. Obviously, the described embodiments are part of the embodiments of the present invention , but not all examples. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0044] Combine below Figure 1-Figure 6 A quality prediction method and device for an online software system provided by the present invention are described. The present invention predicts the quality of the software system during the development process through the historical data of the whole life cycle of the software system developed and launched by the team before, and can give suggesti...

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Abstract

The invention provides a quality prediction method and device for an online software system. The method comprises the following steps: determining feature information of the online software system to be subjected to quality prediction; and inputting the feature information of the online software system to be subjected to quality prediction into a quality prediction model to obtain a quality prediction result of the online software system output by the quality prediction model, wherein the quality prediction model is obtained by training a preset regression model after sample data is constructed based on feature information of a to-be-online software system in a development process. According to the embodiment of the invention, high precision of quality prediction of the online software system is realized, and the data is continuously and dynamically adjusted to improve the quality.

Description

technical field [0001] The invention relates to the technical field of software quality, in particular to a quality prediction method and device for an online software system. Background technique [0002] In the process of software system development, whether the team adopts the traditional waterfall development model, rapid prototyping model, or the most popular agile development model, it generally needs to carry out a series of design, development and testing work, and Before going online, evaluate the overall quality risk according to some specific indicators, so as to make a decision whether to go online. However, there are often situations where the software quality performance after launch is far from expectations. Because software engineering itself is a system engineering, there are many factors that affect the quality of software systems, and it is not comprehensive to predict the quality simply from the test pass rate and remaining defects. [0003] The technic...

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Application Information

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IPC IPC(8): G06F11/34G06F11/36G06K9/62
CPCG06F11/3447G06F11/3668G06F18/214
Inventor 彭杰
Owner 北京仁科互动网络技术有限公司
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