Sentiment Polarity Estimation of Emoticons by Polarity Scoring of Character Components

被引:0
|
作者
Utsu, Keisuke [1 ]
Saito, Junki [1 ]
Uchida, Osamu [2 ]
机构
[1] Tokai Univ, Dept Commun & Network Engn, Sch Informat & Telecommun Engn, Minato Ku, Tokyo, Japan
[2] Tokai Univ, Dept Human & Informat Sci, Sch Informat Sci & Technol, Hiratsuka, Kanagawa, Japan
关键词
emoticon; sentiment;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Emoticons are frequently used in online communication. This study, which focuses on front-facing emoticons (Japanese style), proposes an easy method for estimating the sentiment polarity (positive, negative, or neutral) of emoticons by polarity scoring of characters that correspond with features of the emoticon (cheeks, eyes, or mouth). The polarity score is calculated based on the appearance probability of emoticon characters.
引用
收藏
页码:237 / 242
页数:6
相关论文
共 50 条
  • [41] Using information retrieval for sentiment polarity prediction
    Kauer, Anderson Uilian
    Moreira, Viviane P.
    EXPERT SYSTEMS WITH APPLICATIONS, 2016, 61 : 282 - 289
  • [42] Training on the Poles for Review Sentiment Polarity Classification
    Kranzlein, Michael
    Lo, Dan Chia-Tien
    2017 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2017, : 3934 - 3937
  • [43] SentiTurkNet: a Turkish polarity lexicon for sentiment analysis
    Dehkharghani, Rahim
    Saygin, Yucel
    Yanikoglu, Berrin
    Oflazer, Kemal
    LANGUAGE RESOURCES AND EVALUATION, 2016, 50 (03) : 667 - 685
  • [44] Polarity and Intensity: the Two Aspects of Sentiment Analysis
    Tian, Leimin
    Lai, Catherine
    Moore, Johanna D.
    FIRST GRAND CHALLENGE AND WORKSHOP ON HUMAN MULTIMODAL LANGUAGE (CHALLENGE-HML), 2018, : 40 - 47
  • [45] Automatic generation of lexica for sentiment polarity shifters
    Schulder, Marc
    Wiegand, Michael
    Ruppenhofer, Josef
    NATURAL LANGUAGE ENGINEERING, 2021, 27 (02) : 153 - 179
  • [46] Opinion Mining and Sentiment Polarity on Twitter and Correlation Between Events and Sentiment
    Barnaghi, Peiman
    Breslin, John G.
    Ghaffari, Parsa
    PROCEEDINGS 2016 IEEE SECOND INTERNATIONAL CONFERENCE ON BIG DATA COMPUTING SERVICE AND APPLICATIONS (BIGDATASERVICE 2016), 2016, : 52 - 57
  • [47] How to Explain Sentiment Polarity - A Survey of Explainable Sentiment Analysis Approaches
    Maleszka, Bernadetta
    CYBERNETICS AND SYSTEMS, 2023,
  • [48] ON ENANTIOMORPH-POLARITY ESTIMATION
    FLACK, HD
    ACTA CRYSTALLOGRAPHICA SECTION A, 1983, 39 (NOV): : 876 - 881
  • [49] PHYLOGENY, CLASSIFICATION AND CHARACTER POLARITY OF THE OSTEOSTRACI (VERTEBRATA)
    Sansom, Robert S.
    JOURNAL OF SYSTEMATIC PALAEONTOLOGY, 2009, 7 (01) : 95 - 115
  • [50] STEGMATA IN ORCHIDALES - CHARACTER STATE DISTRIBUTION AND POLARITY
    MOLLER, JD
    RASMUSSEN, H
    BOTANICAL JOURNAL OF THE LINNEAN SOCIETY, 1984, 89 (01) : 53 - 76