Twitter News Classification: Theoretical and Practical comparison of SVM against Naive Bayes Algorithms

被引：0
|
作者：
Dilrukshi, Inoshika [1 ]
De Zoysa, Kasun [1 ]
机构：
[1] Univ Colombo, Sch Comp, Colombo, Sri Lanka
来源：
2013 INTERNATIONAL CONFERENCE ON ADVANCES IN ICT FOR EMERGING REGIONS (ICTER) | 2013年
关键词：
Text classification; SVM; Naive Bayes Classification;
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
引用
收藏
页码：278 / 278
页数：1
相关论文
共 50 条
  • [1] IDENTIFYING FAKE NEWS ON TWITTER USING NAIVE BAYES, SVM AND RANDOM FOREST DISTRIBUTED ALGORITHMS
    Cusmaliuc, Ciprian-Gabriel
    Coca, Lucia-Georgiana
    Iftene, Adrian
    PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE LINGUISTIC RESOURCES AND TOOLS FOR PROCESSING THE ROMANIAN LANGUAGE, 2018, : 177 - 188
  • [2] Personality Classification Based on Twitter Text Using Naive Bayes, KNN and SVM
    Pratama, Bayu Yudha
    Sarno, Riyanarto
    2015 INTERNATIONAL CONFERENCE ON DATA AND SOFTWARE ENGINEERING (ICODSE), 2015, : 170 - 174
  • [3] Comparison of SVM and Naive Bayes for Sentiment Classification using BERT data
    Rana, Shivani
    Kanji, Rakesh
    Jain, Shruti
    2022 5TH INTERNATIONAL CONFERENCE ON MULTIMEDIA, SIGNAL PROCESSING AND COMMUNICATION TECHNOLOGIES (IMPACT), 2022,
  • [4] Twitter News Classification Using SVM
    Dilrukshi, Inoshika
    De Zoysa, Kasun
    Caldera, Amitha
    PROCEEDINGS OF THE 2013 8TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION (ICCSE 2013), 2013, : 287 - 291
  • [5] Text-Based Gender Classification of Twitter Data using Naive Bayes and SVM Algorithm
    Angeles, Angelic
    Quintos, Maria Nikki
    Octaviano, Manolito, Jr.
    Raga, Rodolofo, Jr.
    2021 IEEE REGION 10 CONFERENCE (TENCON 2021), 2021, : 522 - 526
  • [6] Performance Comparison of Naive Bayes and Complement Naive Bayes Algorithms
    Seref, Berna
    Bostanci, Erkan
    2019 6TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONICS ENGINEERING (ICEEE 2019), 2019, : 131 - 138
  • [7] News Classification on Twitter Using Naive Bayes and Hypernym-Hyponym Based Feature Expansion
    Irfani, Fakhruddin Farid
    Fauzi, M. Ali
    Sari, Yuita Arum
    PROCEEDINGS OF 2018 3RD INTERNATIONAL CONFERENCE ON SUSTAINABLE INFORMATION ENGINEERING AND TECHNOLOGY (SIET 2018), 2018, : 317 - 321
  • [8] Classification of Indonesian quote on Twitter using Naive Bayes
    Rachmadany, A.
    Pranoto, Y. M.
    Gunawan
    Multazam, M. T.
    Nandiyanto, A. B. D.
    Abdullah, A. G.
    Widiaty, I.
    2ND ANNUAL APPLIED SCIENCE AND ENGINEERING CONFERENCE (AASEC 2017), 2018, 288
  • [9] Classification of 20 News Group with Naive Bayes Classifier
    Adi, Abdulwahab O.
    Celebi, Erbug
    2014 22ND SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2014, : 2150 - 2153
  • [10] Effect of Training Set Size on SVM and Naive Bayes for Twitter Sentiment Analysis
    Abdelwahab, Omar
    Bahgat, Mohamed
    Lowrance, Christopher J.
    Elmaghraby, Adel
    2015 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (ISSPIT), 2015, : 46 - 51
12345