Review on Sentiment Lexicons

被引:0
|
作者
Jagdale, Rajkumar S. [1 ]
Shirsat, Vishal S. [1 ]
Deshmukh, Sachin N. [1 ]
机构
[1] Dr Babasaheb Ambedkar Marathwada Univ, Dept Comp Sci & IT, Aurangabad, Maharashtra, India
关键词
Sentiment Lexicon; Sentiment Analysis; Natural Language Processing; Information Retrival;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Sentiment lexicon is referred as Lexical Resource for sentiment analysis. It contains lexical units with their sentiment orientations. This paper introduces different sentiment lexicons with their explanations and state of art in the field of sentiment analysis and opinion mining. In Natural Language processing different kinds of lexicons plays important role in extracting useful information from text data. Lexicons are used in the pre-processing task which is a very important in text mining.
引用
收藏
页码:1105 / 1110
页数:6
相关论文
共 50 条
  • [1] Sentiment Analysis: Arabic Sentiment Lexicons
    Sabra, Khaled S. i
    Zantout, Rached N.
    El Abed, Mohamad A.
    Hamandi, Lama
    [J]. 2017 SENSORS NETWORKS SMART AND EMERGING TECHNOLOGIES (SENSET), 2017,
  • [2] Learning Ranked Sentiment Lexicons
    Peleja, Filipa
    Magalhaes, Joao
    [J]. COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING (CICLING 2015), PT II, 2015, 9042 : 35 - 48
  • [3] Learning ranked sentiment lexicons
    CITI, Departamento de Informática, Universidade Nova de Lisboa, Caparica
    2829-516, Portugal
    [J]. Lect. Notes Comput. Sci, (35-48):
  • [4] Towards Debugging Sentiment Lexicons
    Schneider, Andrew
    Dragut, Eduard
    [J]. PROCEEDINGS OF THE 53RD ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 7TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING, VOL 1, 2015, : 1024 - 1034
  • [5] Learning Sentiment Lexicons in Spanish
    Perez-Rosas, Veronica
    Banea, Carmen
    Mihalcea, Rada
    [J]. LREC 2012 - EIGHTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2012, : 3077 - 3081
  • [6] Extracting and Grounding Contextualized Sentiment Lexicons
    Weichselbraun, Albert
    Gindl, Stefan
    Scharl, Arno
    [J]. IEEE INTELLIGENT SYSTEMS, 2013, 28 (02) : 39 - 46
  • [7] Incorporating Lexicons into LSTM for Sentiment Classification
    Lu, Yifei
    Rao, Yanghui
    Yang, Jun
    Yin, Jian
    [J]. 2018 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2018,
  • [8] Building Domain Specific Sentiment Lexicons Combining Information from Many Sentiment Lexicons and a Domain Specific Corpus
    Hammer, Hugo
    Yazidi, Anis
    Bai, Aleksander
    Engelstad, Paal
    [J]. COMPUTER SCIENCE AND ITS APPLICATIONS, CIIA 2015, 2015, 456 : 205 - 216
  • [9] Neural Domain Adaptation of Sentiment Lexicons
    Araque, Oscar
    Guerini, Marco
    Strapparava, Carlo
    Iglesias, Carlos A.
    [J]. 2017 SEVENTH INTERNATIONAL CONFERENCE ON AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION WORKSHOPS AND DEMOS (ACIIW), 2017, : 105 - 110
  • [10] Construction and Application of Sentiment Lexicons in Finance
    Seki, Kazuhiro
    Shibamoto, Masahiko
    [J]. INTERNATIONAL JOURNAL OF MULTIMEDIA DATA ENGINEERING & MANAGEMENT, 2018, 9 (01): : 22 - 35