Software workpiece relationship mining method based on integrated development platform

A technology for developing platforms and relationships, applied in the computer field, can solve problems such as low accuracy, and achieve the effect of improving accuracy and efficiency

Inactive Publication Date: 2020-01-14
WUHAN UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0007] In view of this, the present invention provides a method for mining software artifact relationships based on an integr...

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  • Software workpiece relationship mining method based on integrated development platform
  • Software workpiece relationship mining method based on integrated development platform
  • Software workpiece relationship mining method based on integrated development platform

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Embodiment Construction

[0039] The purpose of the present invention is to solve the technical problem of low accuracy of the existing methods in the prior art, and provide a method for mining software artifact relationships based on an integrated development platform. By identifying the solution relationship in the explicit reference, Identify the non-resolved relationship in other references, and then mine the relationship between software artifacts, so as to achieve the technical effect of improving the accuracy of mining.

[0040] For realizing above-mentioned technical effect, main idea of ​​the present invention is as follows:

[0041] Provides a method to automatically extract and analyze the relationship between software artifacts of the integrated development platform, first extract all explicit references from the GitHub page, filter out the noise, and identify defect reports, submission requests, and submission records from explicit references The "resolved" relationship between artifacts, ...

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Abstract

The invention discloses a software workpiece relationship mining method based on integrated development platform. The method comprises the following steps: firstly, extracting all explicit referencesfrom a GitHub page; filtering noise out, identifying a solution relationship among a defect report, a submission request and a submission record from an explicit reference, recovering a missing link of the solution relationship among workpieces, analyzing other relationships in residual references by using a text mining and machine learning technology, and finally constructing a connection graph based on the identified solution relationship and non-solution relationship. According to the method, the mining accuracy and efficiency can be improved.

Description

technical field [0001] The invention relates to the field of computer technology, in particular to a mining method for software artifact relationships based on an integrated development platform. Background technique [0002] With the growing popularity of open source software development, there has been a huge growth in the number of software artifacts, enabling insight into how software is built. Researchers are always on the lookout for large-scale, representative software artifacts to generate systematic, unbiased verifications of new, state-of-the-art techniques. . [0003] In the prior art, some research methods mine the relationship between software artifacts by reconstructing the relationship between defect reports and repair code changes, for example, ReLink, MLink, RCLinker, FRLink, PULink. [0004] In the process of implementing the present invention, the inventor of the present application found that the method of the prior art has at least the following techni...

Claims

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Application Information

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IPC IPC(8): G06F11/36G06F16/36G06N20/00
CPCG06F11/3692G06F16/36G06N20/00
Inventor 谢晓园李家豪浦帆
Owner WUHAN UNIV
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