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
收藏
页码：262 / +
页数：2
相关论文
共 50 条
  • [21] Query-based Summarization for Indonesian News Articles
    Annisa, Dininta
    Khodra, Masayu Leylia
    2017 4TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATICS, CONCEPTS, THEORY, AND APPLICATIONS (ICAICTA) PROCEEDINGS, 2017,
  • [22] Personalized news recommendation based on articles chain building
    Wanrong Gu
    Shoubin Dong
    Mingquan Chen
    Neural Computing and Applications, 2016, 27 : 1263 - 1272
  • [23] Transformer based image caption generation for news articles
    Pande, Ashtavinayak
    Pandey, Atul
    Solanki, Ayush
    Shanbhag, Chinmay
    Motghare, Manish
    INTERNATIONAL JOURNAL OF NEXT-GENERATION COMPUTING, 2023, 14 (01):
  • [24] Index based approach for categorizing online news articles
    Jo, Taeho
    PROCEEDINGS OF THE 2ND WSEAS INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND APPLICATIONS: MODERN TOPICS OF COMPUTER SCIENCE, 2008, : 125 - 130
  • [25] Personalized news recommendation based on articles chain building
    Gu, Wanrong
    Dong, Shoubin
    Chen, Mingquan
    NEURAL COMPUTING & APPLICATIONS, 2016, 27 (05): : 1263 - 1272
  • [26] Judith S. Kaye in Her Own Words: Reflections on Life and the Law, with Selected Judicial Opinions and Articles
    Dixon, Jennifer
    LAW LIBRARY JOURNAL, 2020, 112 (01): : 145 - 146
  • [27] The Effect of Simplification Based on Words and Their Role in Approving or Rejecting Articles
    Mirzaei, Bahareh
    Jafarabad, Mohammad
    Karimi, Hossein
    Dehno, Shahin Behrozian
    Khastavaneh, Mohammad Javad
    Khandelwal, Manoj
    Parveh, Abdolkarim
    Safari, Amirali
    PROCEEDINGS OF 2015 IEEE INTERNATIONAL CONFERENCE ON PROGRESS IN INFORMATCS AND COMPUTING (IEEE PIC), 2015, : 71 - 76
  • [28] Fair news reader: Recommending news articles with different sentiments based on user preference
    Kawai, Yukiko
    Kumamoto, Tadahiko
    Tanaka, Katsurni
    KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS: KES 2007 - WIRN 2007, PT I, PROCEEDINGS, 2007, 4692 : 612 - +
  • [29] Automated identification of bias inducing words in news articles using linguistic and context-oriented features
    Spinde, Timo
    Rudnitckaia, Lada
    Mitrovic, Jelena
    Hamborg, Felix
    Granitzer, Michael
    Gipp, Bela
    Donnay, Karsten
    INFORMATION PROCESSING & MANAGEMENT, 2021, 58 (03)
  • [30] Extracting Aspect Opinions from Reviews in Spanish for Aspect-based Recommendations
    Campos, Pedro G.
    Canales, Javier
    Risso, Nathalie
    Vidal, Christian
    2021 40TH INTERNATIONAL CONFERENCE OF THE CHILEAN COMPUTER SCIENCE SOCIETY (SCCC), 2021,
12345