A SURVEY ON SENTIMENT ANALYSIS AND OPINION MINING

被引:1
|
作者
Jyoti [1 ]
Rao, Seema [1 ]
机构
[1] YMCAUST, Faridabad, India
关键词
Keywords are sentimental analysis; polarity; twitter data; mahout; weka;
D O I
10.1145/2979779.2979832
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With www expanding its reach to anything and everything related to our daily lives, people are becoming more and more vocal to express their views or ideas on online portals, blogs etc. So there is a million of reviews for a product. As a result, it becomes difficult to track the opinions of customers. Sentiment analysis finds the subjective information from the source data by using natural language processing. There are many techniques available to classify the polarity of opinions. This paper is an effect to provide the detailed survey of various technology and methods to provide polarity of sentiments. Lastly, the paper also compares the two tools available for sentiment analysis and highlights their effectiveness in doing so.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] A survey on classification techniques for opinion mining and sentiment analysis
    Hemmatian, Fatemeh
    Sohrabi, Mohammad Karim
    [J]. ARTIFICIAL INTELLIGENCE REVIEW, 2019, 52 (03) : 1495 - 1545
  • [2] A survey on sentiment analysis and opinion mining for social multimedia
    Zuhe Li
    Yangyu Fan
    Bin Jiang
    Tao Lei
    Weihua Liu
    [J]. Multimedia Tools and Applications, 2019, 78 : 6939 - 6967
  • [3] A survey on classification techniques for opinion mining and sentiment analysis
    Fatemeh Hemmatian
    Mohammad Karim Sohrabi
    [J]. Artificial Intelligence Review, 2019, 52 : 1495 - 1545
  • [4] A survey on sentiment analysis and opinion mining for social multimedia
    Li, Zuhe
    Fan, Yangyu
    Jiang, Bin
    Lei, Tao
    Liu, Weihua
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 78 (06) : 6939 - 6967
  • [5] A survey on opinion mining and sentiment analysis: Tasks, approaches and applications
    Ravi, Kumar
    Ravi, Vadlamani
    [J]. KNOWLEDGE-BASED SYSTEMS, 2015, 89 : 14 - 46
  • [6] A Survey on Sentiment Analysis and Opinion Mining in Greek Social Media
    Alexandridis, Georgios
    Varlamis, Iraklis
    Korovesis, Konstantinos
    Caridakis, George
    Tsantilas, Panagiotis
    [J]. INFORMATION, 2021, 12 (08)
  • [7] Opinion Mining and Sentiment Analysis
    Bakshi, Rushlow Kaur
    Kaur, Navneet
    Kaur, Ravneet
    Kaur, Gurpreet
    [J]. PROCEEDINGS OF THE 10TH INDIACOM - 2016 3RD INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT, 2016, : 452 - 455
  • [8] Sentiment Analysis and Opinion Mining
    Beaudouin, Valerie
    [J]. TRAITEMENT AUTOMATIQUE DES LANGUES, 2012, 53 (02): : 207 - 209
  • [9] Opinion Mining and Sentiment Analysis
    Argamon, Shlomo
    [J]. COMPUTATIONAL LINGUISTICS, 2009, 35 (02) : 311 - 312
  • [10] Sentiment Analysis and Opinion Mining
    Cardie, Claire
    [J]. COMPUTATIONAL LINGUISTICS, 2014, 40 (02) : 511 - 513