Chinese sentence correlation analyzing based on semantic dependency method

Haiping Zhu; Yang Yang; Yan Chen; Qian Ma

doi:10.1109/ICECC.2011.6066721

Chinese sentence correlation analyzing based on semantic dependency method

Haiping Zhu
, Yang Yang
, Yan Chen
, Qian Ma

Faculty of Electronic and Information Engineering

Xi'an Jiaotong University

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

1 Scopus citations

Abstract

Based on the adoption of dependency grammar to analyze the structure of Chinese sentences, this paper suggests to analyze Chinese sentence with semantic dependency method. The correlation between words and phrases can be gotten by way of analysis and calculation of the similarity between the words and phrases from Hownet, and then the formula to analyze the similarity between sentences can be designed. Fully considering the relationship between structure and semantics of Chinese sentences, this methodology can be adopted to analyze the correlation between topics and to categorize them. It has certain prospect in the field of Chinese language research, personalized online education and recommendation of resources for the users.

Original language	English
Title of host publication	2011 International Conference on Electronics, Communications and Control, ICECC 2011 - Proceedings
Pages	1932-1935
Number of pages	4
DOIs	https://doi.org/10.1109/ICECC.2011.6066721
State	Published - 2011
Event	2011 International Conference on Electronics, Communications and Control, ICECC 2011 - Ningbo, China Duration: 9 Sep 2011 → 11 Sep 2011

Publication series

Name	2011 International Conference on Electronics, Communications and Control, ICECC 2011 - Proceedings

Conference

Conference	2011 International Conference on Electronics, Communications and Control, ICECC 2011
Country/Territory	China
City	Ningbo
Period	9/09/11 → 11/09/11

Keywords

Pruning
Semantics dependency
Sentence correlation
Sentence similarity

Access to Document

10.1109/ICECC.2011.6066721

Cite this

Zhu, H., Yang, Y., Chen, Y., & Ma, Q. (2011). Chinese sentence correlation analyzing based on semantic dependency method. In 2011 International Conference on Electronics, Communications and Control, ICECC 2011 - Proceedings (pp. 1932-1935). Article 6066721 (2011 International Conference on Electronics, Communications and Control, ICECC 2011 - Proceedings). https://doi.org/10.1109/ICECC.2011.6066721

@inproceedings{5951d33ede164fe7a38f40a8cc68d52a,

title = "Chinese sentence correlation analyzing based on semantic dependency method",

abstract = "Based on the adoption of dependency grammar to analyze the structure of Chinese sentences, this paper suggests to analyze Chinese sentence with semantic dependency method. The correlation between words and phrases can be gotten by way of analysis and calculation of the similarity between the words and phrases from Hownet, and then the formula to analyze the similarity between sentences can be designed. Fully considering the relationship between structure and semantics of Chinese sentences, this methodology can be adopted to analyze the correlation between topics and to categorize them. It has certain prospect in the field of Chinese language research, personalized online education and recommendation of resources for the users.",

keywords = "Pruning, Semantics dependency, Sentence correlation, Sentence similarity",

author = "Haiping Zhu and Yang Yang and Yan Chen and Qian Ma",

year = "2011",

doi = "10.1109/ICECC.2011.6066721",

language = "英语",

isbn = "9781457703218",

series = "2011 International Conference on Electronics, Communications and Control, ICECC 2011 - Proceedings",

pages = "1932--1935",

booktitle = "2011 International Conference on Electronics, Communications and Control, ICECC 2011 - Proceedings",

note = "2011 International Conference on Electronics, Communications and Control, ICECC 2011 ; Conference date: 09-09-2011 Through 11-09-2011",

}

Zhu, H, Yang, Y, Chen, Y & Ma, Q 2011, Chinese sentence correlation analyzing based on semantic dependency method. in 2011 International Conference on Electronics, Communications and Control, ICECC 2011 - Proceedings., 6066721, 2011 International Conference on Electronics, Communications and Control, ICECC 2011 - Proceedings, pp. 1932-1935, 2011 International Conference on Electronics, Communications and Control, ICECC 2011, Ningbo, China, 9/09/11. https://doi.org/10.1109/ICECC.2011.6066721

Chinese sentence correlation analyzing based on semantic dependency method. / Zhu, Haiping; Yang, Yang; Chen, Yan et al.
2011 International Conference on Electronics, Communications and Control, ICECC 2011 - Proceedings. 2011. p. 1932-1935 6066721 (2011 International Conference on Electronics, Communications and Control, ICECC 2011 - Proceedings).

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

TY - GEN

T1 - Chinese sentence correlation analyzing based on semantic dependency method

AU - Zhu, Haiping

AU - Yang, Yang

AU - Chen, Yan

AU - Ma, Qian

PY - 2011

Y1 - 2011

N2 - Based on the adoption of dependency grammar to analyze the structure of Chinese sentences, this paper suggests to analyze Chinese sentence with semantic dependency method. The correlation between words and phrases can be gotten by way of analysis and calculation of the similarity between the words and phrases from Hownet, and then the formula to analyze the similarity between sentences can be designed. Fully considering the relationship between structure and semantics of Chinese sentences, this methodology can be adopted to analyze the correlation between topics and to categorize them. It has certain prospect in the field of Chinese language research, personalized online education and recommendation of resources for the users.

AB - Based on the adoption of dependency grammar to analyze the structure of Chinese sentences, this paper suggests to analyze Chinese sentence with semantic dependency method. The correlation between words and phrases can be gotten by way of analysis and calculation of the similarity between the words and phrases from Hownet, and then the formula to analyze the similarity between sentences can be designed. Fully considering the relationship between structure and semantics of Chinese sentences, this methodology can be adopted to analyze the correlation between topics and to categorize them. It has certain prospect in the field of Chinese language research, personalized online education and recommendation of resources for the users.

KW - Pruning

KW - Semantics dependency

KW - Sentence correlation

KW - Sentence similarity

UR - https://www.scopus.com/pages/publications/81455127461

U2 - 10.1109/ICECC.2011.6066721

DO - 10.1109/ICECC.2011.6066721

M3 - 会议稿件

AN - SCOPUS:81455127461

SN - 9781457703218

T3 - 2011 International Conference on Electronics, Communications and Control, ICECC 2011 - Proceedings

SP - 1932

EP - 1935

BT - 2011 International Conference on Electronics, Communications and Control, ICECC 2011 - Proceedings

T2 - 2011 International Conference on Electronics, Communications and Control, ICECC 2011

Y2 - 9 September 2011 through 11 September 2011

ER -

Zhu H, Yang Y, Chen Y, Ma Q. Chinese sentence correlation analyzing based on semantic dependency method. In 2011 International Conference on Electronics, Communications and Control, ICECC 2011 - Proceedings. 2011. p. 1932-1935. 6066721. (2011 International Conference on Electronics, Communications and Control, ICECC 2011 - Proceedings). doi: 10.1109/ICECC.2011.6066721

Chinese sentence correlation analyzing based on semantic dependency method

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