Sentiment Extraction From Text Using Emotion Tagged Corpus

被引:0
|
作者
Tabashum, Thasina [1 ]
Shaykat, Abdul Mutalab [1 ]
Abujar, Sheikh [2 ]
Mohibullah, Md [3 ]
Chanda, Shekhor [1 ]
机构
[1] Amer Int Univ Bangladesh, Comp Sci & Engn, Dhaka, Bangladesh
[2] Daffodil Int Univ, Comp Sci & Engn, Dhaka, Bangladesh
[3] Comilla Univ, Dept CSE, Comilla, Bangladesh
关键词
Sentiment Analysis; Natural Language Processing; Emotion Tagging;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Emotion tagging aims to tag words with appropriate emotion that a word expresses in a document or a sentence. In this paper, authors introduced an approach to tag words automatically and then analyzed in sentence and document level. The evaluation of tagged words described and the performance based on changing the tone of a document has been explained. The experiment showed that the approach could be effective if the tag words are not constant or static. Application of this approach in a contextual level analysis is briefly concluded and proposed tentative emotional tree by using emotion tagging in word level.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Emotion and sentiment analysis from Twitter text
    Sailunaz, Kashfia
    Alhajj, Reda
    JOURNAL OF COMPUTATIONAL SCIENCE, 2019, 36
  • [2] Text Mining Attitudes toward Climate Change: Emotion and Sentiment Analysis of the Twitter Corpus
    Mi, Zhewei
    Zhan, Hongwei
    WEATHER CLIMATE AND SOCIETY, 2023, 15 (02) : 277 - 287
  • [3] Entity Sentiment Extraction Using Text Ranking
    O'Neil, John
    SIGIR 2012: PROCEEDINGS OF THE 35TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, 2012, : 1024 - 1024
  • [4] A review on sentiment analysis and emotion detection from text
    Nandwani, Pansy
    Verma, Rupali
    SOCIAL NETWORK ANALYSIS AND MINING, 2021, 11 (01)
  • [5] A review on sentiment analysis and emotion detection from text
    Pansy Nandwani
    Rupali Verma
    Social Network Analysis and Mining, 2021, 11
  • [6] Emotion Extraction from Turkish Text
    Tocoglu, Mansur Alp
    Alpkocak, Adil
    2014 EUROPEAN NETWORK INTELLIGENCE CONFERENCE (ENIC), 2014, : 130 - 133
  • [7] Approach for Emotion Extraction from Text
    Shelke, Nilesh
    Deshpande, Shriniwas
    Thakare, Vilas
    PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON FRONTIERS IN INTELLIGENT COMPUTING: THEORY AND APPLICATIONS, (FICTA 2016), VOL 2, 2017, 516 : 661 - 669
  • [8] Emotion Detection from Bangla Text Corpus Using Naive Bayes Classifier
    Azmin, Sara
    Dhar, Kingshuk
    2019 4TH INTERNATIONAL CONFERENCE ON ELECTRICAL INFORMATION AND COMMUNICATION TECHNOLOGY (EICT), 2019,
  • [9] Joint Sentiment/Topic Extraction from Text
    Sowmiya, J. S.
    Chandrakala, S.
    2014 INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION CONTROL AND COMPUTING TECHNOLOGIES (ICACCCT), 2014, : 611 - 615
  • [10] Constructing sentiment lexicons in Norwegian from a large text corpus
    Bai, Aleksander
    Hammer, Hugo
    Yazidi, Anis
    Engelstad, Paal
    2014 IEEE 17th International Conference on Computational Science and Engineering (CSE), 2014, : 231 - 237