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:
Nov. 09, 2021

Filed:

Aug. 28, 2019
Applicant:

Yangzhou University, Jiangsu, CN;

Inventors:

Bin Li, Jiangsu, CN;

Dingshan Chen, Jiangsu, CN;

Cheng Zhou, Jiangsu, CN;

Xiaobing Sun, Jiangsu, CN;

Assignee:

Yangzhou University, Jiangsu, CN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/36 (2006.01); G06F 16/28 (2019.01); G06N 7/00 (2006.01); G06F 16/901 (2019.01);
U.S. Cl.
CPC ...
G06F 11/3692 (2013.01); G06F 11/3664 (2013.01); G06F 16/288 (2019.01); G06F 16/9024 (2019.01); G06N 7/005 (2013.01);
Abstract

Provided is an entity and relationship joint extraction method oriented to software bug knowledge. The method includes collecting text data of an open-source bug library and preprocessing the text data to obtain a bug text data corpus; extracting, from the bug text data corpus, a statement S for describing a bug, and then processing S, and using the processed S as a subsequent input statement; constructing an entity and relationship joint extraction model; obtaining, in conjunction with the constructed entity and relationship joint extraction model based on a transition system, an entity set E and a relationship set R corresponding to the input statement; and outputting the entity set E and the relationship set R to complete joint extraction of entities and relationships.


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