Information extraction for Chinese free text based on pattern match combine with heuristic information

Ying Yu; Xiao Long Wang; Yi Guan

Information extraction for Chinese free text based on pattern match combine with heuristic information

Ying Yu^*
, Xiao Long Wang
, Yi Guan

^*Corresponding author for this work

School of Computer Science and Technology, Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

This paper describes a smart and efficient approach of information extraction for Chinese free text. Automatic learning algorithm of pattern rule for Chinese free text and employment of heuristic information are depicted. The methods that combine pattern rule matching with heuristic information is utilized to perform Information Extraction task. Experiment proves this method to be effective on improving extraction result of complex situations and increasing recall noticeably.

Original language	English
Title of host publication	Proceedings of 2002 International Conference on Machine Learning and Cybernetics
Pages	214-218
Number of pages	5
State	Published - 2002
Externally published	Yes
Event	Proceedings of 2002 International Conference on Machine Learning and Cybernetics - Beijing, China Duration: 4 Nov 2002 → 5 Nov 2002

Publication series

Name	Proceedings of 2002 International Conference on Machine Learning and Cybernetics
Volume	1

Conference

Conference	Proceedings of 2002 International Conference on Machine Learning and Cybernetics
Country/Territory	China
City	Beijing
Period	4/11/02 → 5/11/02

Keywords

Chinese free text
Heuristic information
Information extraction
Machine learning
Pattern rule

Cite this

@inproceedings{017d9500693f4b0085595471c82c8473,

title = "Information extraction for Chinese free text based on pattern match combine with heuristic information",

abstract = "This paper describes a smart and efficient approach of information extraction for Chinese free text. Automatic learning algorithm of pattern rule for Chinese free text and employment of heuristic information are depicted. The methods that combine pattern rule matching with heuristic information is utilized to perform Information Extraction task. Experiment proves this method to be effective on improving extraction result of complex situations and increasing recall noticeably.",

keywords = "Chinese free text, Heuristic information, Information extraction, Machine learning, Pattern rule",

author = "Ying Yu and Wang, \{Xiao Long\} and Yi Guan",

year = "2002",

language = "英语",

isbn = "0780375084",

series = "Proceedings of 2002 International Conference on Machine Learning and Cybernetics",

pages = "214--218",

booktitle = "Proceedings of 2002 International Conference on Machine Learning and Cybernetics",

note = "Proceedings of 2002 International Conference on Machine Learning and Cybernetics ; Conference date: 04-11-2002 Through 05-11-2002",

}

Yu, Y, Wang, XL & Guan, Y 2002, Information extraction for Chinese free text based on pattern match combine with heuristic information. in Proceedings of 2002 International Conference on Machine Learning and Cybernetics. Proceedings of 2002 International Conference on Machine Learning and Cybernetics, vol. 1, pp. 214-218, Proceedings of 2002 International Conference on Machine Learning and Cybernetics, Beijing, China, 4/11/02.

Information extraction for Chinese free text based on pattern match combine with heuristic information. / Yu, Ying; Wang, Xiao Long; Guan, Yi.
Proceedings of 2002 International Conference on Machine Learning and Cybernetics. 2002. p. 214-218 (Proceedings of 2002 International Conference on Machine Learning and Cybernetics; Vol. 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

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AU - Yu, Ying

AU - Wang, Xiao Long

AU - Guan, Yi

PY - 2002

Y1 - 2002

N2 - This paper describes a smart and efficient approach of information extraction for Chinese free text. Automatic learning algorithm of pattern rule for Chinese free text and employment of heuristic information are depicted. The methods that combine pattern rule matching with heuristic information is utilized to perform Information Extraction task. Experiment proves this method to be effective on improving extraction result of complex situations and increasing recall noticeably.

AB - This paper describes a smart and efficient approach of information extraction for Chinese free text. Automatic learning algorithm of pattern rule for Chinese free text and employment of heuristic information are depicted. The methods that combine pattern rule matching with heuristic information is utilized to perform Information Extraction task. Experiment proves this method to be effective on improving extraction result of complex situations and increasing recall noticeably.

KW - Chinese free text

KW - Heuristic information

KW - Information extraction

KW - Machine learning

KW - Pattern rule

UR - https://www.scopus.com/pages/publications/0036925504

M3 - 会议稿件

AN - SCOPUS:0036925504

SN - 0780375084

T3 - Proceedings of 2002 International Conference on Machine Learning and Cybernetics

SP - 214

EP - 218

BT - Proceedings of 2002 International Conference on Machine Learning and Cybernetics

T2 - Proceedings of 2002 International Conference on Machine Learning and Cybernetics

Y2 - 4 November 2002 through 5 November 2002

ER -

Information extraction for Chinese free text based on pattern match combine with heuristic information

Abstract

Publication series

Conference

Keywords

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Cite this