Open AccessResearch on computer application software monitoring data processing technology based on NLP
Author(s) -
J Wang,
B J Liu,
Wood He,
Jingling Xue,
Xiaoyu Han
Publication year - 2021
Publication title -
iop conference series. materials science and engineering
Language(s) - English
Resource type - Journals
eISSN - 1757-899X
pISSN - 1757-8981
DOI - 10.1088/1757-899x/1043/3/032021
Subject(s) - computer science , software , data extraction , process (computing) , data processing , data mining , software system , artificial intelligence , word processing , scheme (mathematics) , natural language processing , database , programming language , medline , political science , law , mathematical analysis , mathematics
In the process of using computer application software, the system may fail because of software defects. During the operation of the computer system, the running state of the system is also monitored. This paper mainly studies the monitoring data processing technology of computer application software based on NLP and presents a software monitoring data processing scheme based on NLP. First, the data were preprocessed by word segmentation and data cleaning. Then the named entity recognition and extraction information are accomplished by fusing CRF and rule-based methods. It can provide effective data support for system failure prediction by characterizing the software monitoring data.