Polarity classification of public health opinions in Chinese

Changli Zhang; Daniel Zeng; Qingyang Xu; Xueling Xin; Wenji Mao; Fei Yue Wang

doi:10.1007/978-3-540-69304-8_47

Polarity classification of public health opinions in Chinese

Changli Zhang, Daniel Zeng, Qingyang Xu, Xueling Xin, Wenji Mao, Fei Yue Wang

Management Information Systems

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

4 Scopus citations

Abstract

Public health events with major consequences are occurring globally. Increasingly people are expressing their views on these events and government agencies' responses and policies online. Recent years have seen significant interest in investigating methods to recognize favorable and unfavorable sentiments towards specific subjects, including public health opinions, from online natural language text. However, most of these efforts are focused on English. In this paper, we study Chinese opinion mining in the context of public health opinions. We explore two complementary approaches-a Chinese opinionated word-based approach and a machine learning approach. We also conduct related comparative analysis and discuss the important role Chinese NLP techniques play in polarity classification.

Original language	English (US)
Title of host publication	Intelligence and Security Informatics - IEEE ISI 2008 International Workshops
Subtitle of host publication	PAISI, PACCF, and SOCO 2008, Proceedings
Pages	449-454
Number of pages	6
DOIs	https://doi.org/10.1007/978-3-540-69304-8_47
State	Published - 2008
Event	IEEE International Conference on Intelligence and Security Informatics, ISI 2008 Workshops: PAISI, PACCF, and SOCO 2008 - Taipei, Taiwan, Province of China Duration: Jun 17 2008 → Jun 17 2008

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	5075 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	IEEE International Conference on Intelligence and Security Informatics, ISI 2008 Workshops: PAISI, PACCF, and SOCO 2008
Country/Territory	Taiwan, Province of China
City	Taipei
Period	6/17/08 → 6/17/08

ASJC Scopus subject areas

Theoretical Computer Science
Computer Science(all)

Access to Document

10.1007/978-3-540-69304-8_47

Cite this

Zhang, C., Zeng, D., Xu, Q., Xin, X., Mao, W., & Wang, F. Y. (2008). Polarity classification of public health opinions in Chinese. In Intelligence and Security Informatics - IEEE ISI 2008 International Workshops: PAISI, PACCF, and SOCO 2008, Proceedings (pp. 449-454). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5075 LNCS). https://doi.org/10.1007/978-3-540-69304-8_47

Polarity classification of public health opinions in Chinese. / Zhang, Changli; Zeng, Daniel; Xu, Qingyang; Xin, Xueling; Mao, Wenji; Wang, Fei Yue.

Intelligence and Security Informatics - IEEE ISI 2008 International Workshops: PAISI, PACCF, and SOCO 2008, Proceedings. 2008. p. 449-454 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5075 LNCS).

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

Zhang, C, Zeng, D, Xu, Q, Xin, X, Mao, W & Wang, FY 2008, Polarity classification of public health opinions in Chinese. in Intelligence and Security Informatics - IEEE ISI 2008 International Workshops: PAISI, PACCF, and SOCO 2008, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 5075 LNCS, pp. 449-454, IEEE International Conference on Intelligence and Security Informatics, ISI 2008 Workshops: PAISI, PACCF, and SOCO 2008, Taipei, Taiwan, Province of China, 6/17/08. https://doi.org/10.1007/978-3-540-69304-8_47

Zhang C, Zeng D, Xu Q, Xin X, Mao W, Wang FY. Polarity classification of public health opinions in Chinese. In Intelligence and Security Informatics - IEEE ISI 2008 International Workshops: PAISI, PACCF, and SOCO 2008, Proceedings. 2008. p. 449-454. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-540-69304-8_47

Zhang, Changli ; Zeng, Daniel ; Xu, Qingyang ; Xin, Xueling ; Mao, Wenji ; Wang, Fei Yue. / Polarity classification of public health opinions in Chinese. Intelligence and Security Informatics - IEEE ISI 2008 International Workshops: PAISI, PACCF, and SOCO 2008, Proceedings. 2008. pp. 449-454 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{2018a2cf0032437a92084bb40272f530,

title = "Polarity classification of public health opinions in Chinese",

abstract = "Public health events with major consequences are occurring globally. Increasingly people are expressing their views on these events and government agencies' responses and policies online. Recent years have seen significant interest in investigating methods to recognize favorable and unfavorable sentiments towards specific subjects, including public health opinions, from online natural language text. However, most of these efforts are focused on English. In this paper, we study Chinese opinion mining in the context of public health opinions. We explore two complementary approaches-a Chinese opinionated word-based approach and a machine learning approach. We also conduct related comparative analysis and discuss the important role Chinese NLP techniques play in polarity classification.",

author = "Changli Zhang and Daniel Zeng and Qingyang Xu and Xueling Xin and Wenji Mao and Wang, {Fei Yue}",

year = "2008",

doi = "10.1007/978-3-540-69304-8_47",

language = "English (US)",

isbn = "3540691367",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

pages = "449--454",

booktitle = "Intelligence and Security Informatics - IEEE ISI 2008 International Workshops",

note = "IEEE International Conference on Intelligence and Security Informatics, ISI 2008 Workshops: PAISI, PACCF, and SOCO 2008 ; Conference date: 17-06-2008 Through 17-06-2008",

}

TY - GEN

T1 - Polarity classification of public health opinions in Chinese

AU - Zhang, Changli

AU - Zeng, Daniel

AU - Xu, Qingyang

AU - Xin, Xueling

AU - Mao, Wenji

AU - Wang, Fei Yue

PY - 2008

Y1 - 2008

N2 - Public health events with major consequences are occurring globally. Increasingly people are expressing their views on these events and government agencies' responses and policies online. Recent years have seen significant interest in investigating methods to recognize favorable and unfavorable sentiments towards specific subjects, including public health opinions, from online natural language text. However, most of these efforts are focused on English. In this paper, we study Chinese opinion mining in the context of public health opinions. We explore two complementary approaches-a Chinese opinionated word-based approach and a machine learning approach. We also conduct related comparative analysis and discuss the important role Chinese NLP techniques play in polarity classification.

AB - Public health events with major consequences are occurring globally. Increasingly people are expressing their views on these events and government agencies' responses and policies online. Recent years have seen significant interest in investigating methods to recognize favorable and unfavorable sentiments towards specific subjects, including public health opinions, from online natural language text. However, most of these efforts are focused on English. In this paper, we study Chinese opinion mining in the context of public health opinions. We explore two complementary approaches-a Chinese opinionated word-based approach and a machine learning approach. We also conduct related comparative analysis and discuss the important role Chinese NLP techniques play in polarity classification.

UR - http://www.scopus.com/inward/record.url?scp=45849129043&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=45849129043&partnerID=8YFLogxK

U2 - 10.1007/978-3-540-69304-8_47

DO - 10.1007/978-3-540-69304-8_47

M3 - Conference contribution

AN - SCOPUS:45849129043

SN - 3540691367

SN - 9783540691365

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 449

EP - 454

BT - Intelligence and Security Informatics - IEEE ISI 2008 International Workshops

T2 - IEEE International Conference on Intelligence and Security Informatics, ISI 2008 Workshops: PAISI, PACCF, and SOCO 2008

Y2 - 17 June 2008 through 17 June 2008

ER -

Polarity classification of public health opinions in Chinese

Abstract

Publication series

Other

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this