The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jul. 12, 2022

Filed:

Sep. 05, 2018
Applicant:

Yangzhou University, Jiangsu, CN;

Inventors:

Bin Li, Jiangsu, CN;

Dingshan Chen, Jiangsu, CN;

Xiaobing Sun, Jiangsu, CN;

Assignee:

Yangzhou University, Jiangsu, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/36 (2019.01); G06N 20/00 (2019.01); G06F 40/253 (2020.01); G06F 40/211 (2020.01); G06F 40/289 (2020.01); G06F 8/41 (2018.01); G06F 11/36 (2006.01);
U.S. Cl.
CPC ...
G06F 16/367 (2019.01); G06F 8/427 (2013.01); G06F 11/3624 (2013.01); G06F 40/211 (2020.01); G06F 40/253 (2020.01); G06F 40/289 (2020.01); G06N 20/00 (2019.01);
Abstract

Provided is an automatic construction method of a software bug knowledge graph. The method includes extraction of a relationship triple of a bug and domain classification of the bug. Specifically, the method includes: collecting bug information in a bug library and processing bug description information, obtaining a verb phrase and a noun phrase in a description sentence by means of natural language processing, and then obtaining a relationship triple of the bug according to a dependency relationship between words related to the bug information, extracting a domain feature of the bug, performing learning and training with a semi-supervised classifier to enable the classifier automatically to classify unlabeled triples, storing all the classified relationship triples in a graph database, and thus constructing a software bug knowledge graph.


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