Real-time Twitter Sentiment Analysis using 3-way classifier

被引：0
|
作者：
Al Shammari, Alaa S. [1 ]
机构：
[1] King Saud Univ, Dept Comp Sci, Riyadh, Saudi Arabia
来源：
2018 21ST SAUDI COMPUTER SOCIETY NATIONAL COMPUTER CONFERENCE (NCC) | 2018年
关键词：
Sentiment analysis; twitter; opinion mining; polarity; R;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Sentiment analysis or opinion mining is a critical issue where a huge amount of information related to user's opinion widespread in all counties in the world. This paper presents an online system for real-time twitter sentiment analysis and classification. The proposed system helps users to enter the query and get a graphical representation of the tweets polarity. Out of various classification algorithms, Simple Voter and Naive Bayes algorithms have been used to classify tweets. The obtained results show that the accuracy of the system is efficient using Naive Bayes classifier.
引用
收藏
页数：3
相关论文
共 50 条
  • [41] ASPECTS OF THE ANALYSIS OF 3-WAY DATA
    STAHLE, L
    CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1989, 7 (1-2) : 95 - 100
  • [42] Real-time Sentiment Analysis On E-Commerce Application
    Jabbar, Jahanzeb
    Urooj, Iqra
    Wu JunSheng
    Azeem, Naqash
    PROCEEDINGS OF THE 2019 IEEE 16TH INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC 2019), 2019, : 391 - 396
  • [43] Twitter Sentiment Analysis A more enhanced way of classification and scoring
    Sahu, Sanket
    Rout, Suraj Kumar
    Mohanty, Debasmit
    2015 IEEE INTERNATIONAL SYMPOSIUM ON NANOELECTRONIC AND INFORMATION SYSTEMS, 2015, : 67 - 72
  • [44] Real Time Sentiment Change Detection of Twitter Data Streams
    Tasoulis, Sotiris K.
    Vrahatis, Aristidis G.
    Georgakopoulos, Spiros V.
    Plagianakos, Vassilis P.
    2018 INNOVATIONS IN INTELLIGENT SYSTEMS AND APPLICATIONS (INISTA), 2018,
  • [45] Real-Time Noise Classifier on Smartphones
    Roedily, Winner
    Ruan, Shanq-Jang
    Li, Lieber Po-Hung
    IEEE CONSUMER ELECTRONICS MAGAZINE, 2021, 10 (02) : 37 - 42
  • [46] Sharing Real-Time Traffic Information With Travelers Using Twitter: An Analysis of Effectiveness and Information Content
    Rahman, Rezaur
    Roy, Kamol C.
    Abdel-Aty, Mohamed
    Hasan, Samiul
    FRONTIERS IN BUILT ENVIRONMENT, 2019, 5
  • [47] Real-Time Twitter Trend Analysis Using Big Data Analytics and Machine Learning Techniques
    Rodrigues, Anisha P.
    Fernandes, Roshan
    Bhandary, Adarsh
    Shenoy, Asha C.
    Shetty, Ashwanth
    Anisha, M.
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021
  • [48] Specification and analysis of real-time systems using Real-Time Maude
    Ölveczky, PC
    Meseguer, J
    FUNDAMENTAL APPROACHES TO SOFTWARE ENGINEERING, PROCEEDINGS, 2004, 2984 : 354 - 358
  • [49] Measuring user influence in real-time on twitter using behavioural features
    Ul Hasan, Md Ahsan
    Abu Bakar, Azuraliza
    Yaakub, Mohd Ridzwan
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2024, 639
  • [50] Location Based Real-time Sentiment Analysis of Top Trending Event Using Hybrid Approach
    Haripriya, A.
    Kumari, Santoshi
    Babu, Narendra C.
    2018 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2018, : 1052 - 1057
12345