Extracting the opinions of news articles based on emotionally laden words

被引：2

作者：

Shinomiya, Mizuho ^{[1
]}

Ren, Fuji ^{[2
,3
]}

Kuroiwa, Shingo ^{[2
]}

Tsuchiya, Seiji ^{[2
]}

机构：

[1] Univ Tokushima, Grad Sch Adv Technol & Sci, Tokushima 7708506, Japan

[2] Univ Tokushima, Inst Sci & Technol, Tokushima 7708506, Japan

[3] Beijing Univ Posts & Telecommun, Sch Informat Engn, Beijing 100876, Peoples R China

来源：

PROCEEDINGS OF THE 2007 IEEE INTERNATIONAL CONFERENCE ON NATURAL LANGUAGE PROCESSING AND KNOWLEDGE ENGINEERING (NLP-KE'07) | 2007年

关键词：

D O I：

10.1109/NLPKE.2007.4368041

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper we propose an approach to extract the opinion of the media from news articles based on emotionally Laden Words. In the propose approach, the opinions are judged by the total number of the emotion levels from articles. The emotion level is the number from -3 to +3 that indicate emotionally Laden Words whether have plus or minus images. The articles of baseball game and the editorial article are used as experiment object. The precision of the propose approach on the articles about baseball game is 66%, and on the articles of political event is 36%.

引用

页码：262 / +

页数：2

共 50 条

[1] Barking at Emotionally-Laden Words: The Role of Attention
Haskell, Christie
Stolz, Jennifer
Little, Jerrica
CANADIAN JOURNAL OF EXPERIMENTAL PSYCHOLOGY-REVUE CANADIENNE DE PSYCHOLOGIE EXPERIMENTALE, 2013, 67 (04): : 301 - 301
[2] CTSUM: Extracting More Certain Summaries for News Articles
Wan, Xiaojun
Zhang, Jianmin
SIGIR'14: PROCEEDINGS OF THE 37TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, 2014, : 787 - 796
[3] Breaking the News: Extracting the Sparse Citation Network Backbone of Online News Articles
Spitz, Andreas
Gertz, Michael
PROCEEDINGS OF THE 2015 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM 2015), 2015, : 274 - 279
[4] The Role of Transliterated Words in Linking Bilingual News Articles in an Archive
Khan, Muzammil
Khan, Sarwar Shah
Alharbi, Yasser
Alferaidi, Ali
Alharbi, Talal Saad
Yadav, Kusum
APPLIED SCIENCES-BASEL, 2023, 13 (07):
[5] Extracting and analyzing semantic relatedness between cities using news articles
Hu, Yingjie
Ye, Xinyue
Shaw, Shih-Lung
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2017, 31 (12) : 2427 - 2451
[6] BizPro: Extracting and categorizing business intelligence factors from textual news articles
Chung, Wingyan
INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2014, 34 (02) : 272 - 284
[7] Detection of Characteristic Co-Occurrence Words from News Articles on the Web
Xiao, Feng
Noro, Tomoya
Tokuda, Takehiro
INFORMATION MODELLING AND KNOWLEDGE BASES XXIII, 2012, 237 : 187 - 203
[8] Extracting supply chain maps from news articles using deep neural networks
Wichmann, Pascal
Brintrup, Alexandra
Baker, Simon
Woodall, Philip
McFarlane, Duncan
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2020, 58 (17) : 5320 - 5336
[9] Does training increase the use of more emotionally laden words by nurses when talking with cancer patients? A randomised study
D Razavi
N Delvaux
S Marchal
J-F Durieux
C Farvacques
L Dubus
R Hogenraad
British Journal of Cancer, 2002, 87 : 1 - 7
[10] Does training increase the use of more emotionally laden words by nurses when talking with cancer patients? A randomised study
Razavi, D
Delvaux, N
Marchal, S
Durieux, JF
Farvacques, C
Dubus, L
Hogenraad, R
BRITISH JOURNAL OF CANCER, 2002, 87 (01) : 1 - 7

← 1 2 3 4 5 →