Classification of Indonesian quote on Twitter using Naive Bayes

被引：0
|
作者：
Rachmadany, A. [1 ]
Pranoto, Y. M. [2 ]
Gunawan [2 ]
Multazam, M. T. [3 ]
Nandiyanto, A. B. D. [4 ]
Abdullah, A. G. [5 ]
Widiaty, I. [6 ]
机构：
[1] Univ Muhammadiyah Sidoarjo, Fak Tekn Informat, Sidoarjo, Indonesia
[2] Sekolah Tinggi Tekn Surabaya, Surabaya, Indonesia
[3] Univ Muhammadiyah Sidoarjo, Fak Hukum, Sidoarjo, Indonesia
[4] Univ Pendidikan Indonesia, Dept Kimia, Jl Dr Setiabudi 229, Bandung 40154, Jawa Barat, Indonesia
[5] Univ Pendidikan Indonesia, Dept Pendidikan Tekn Elekt, Jl Dr Setiabudi 229, Bandung 40154, Jawa Barat, Indonesia
[6] Univ Pendidikan Indonesia, Dept Pendidikan Kesejahteraan Keluarga, Jl Dr Setiabudi 229, Bandung 40154, Jawa Barat, Indonesia
来源：
2ND ANNUAL APPLIED SCIENCE AND ENGINEERING CONFERENCE (AASEC 2017) | 2018年 / 288卷
关键词：
D O I：
10.1088/1757-899X/288/1/012162
中图分类号：
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号：
07 ; 0710 ; 09 ;
摘要：
Quote is sentences made in the hope that someone can become strong personalities, individuals who always improve themselves to move forward and achieve success. Social media is a place for people to express his heart to the world that sometimes the expression of the heart is quotes. Here, the purpose of this study was to classify Indonesian quote on Twitter using Naive Bayes. This experiment uses text classification from Twitter data written by Twitter users which are quote then classification again grouped into 6 categories (Love, Life, Motivation, Education, Religion, Others). The language used is Indonesian. The method used is Naive Bayes. The results of this experiment are a web application collection of Indonesian quote that have been classified. This classification gives the user ease in finding quote based on class or keyword. For example, when a user wants to find a 'motivation' quote, this classification would be very useful.
引用
收藏
页数：5
相关论文
共 50 条
  • [31] Classification of Heart Disease Using Naive Bayes and Genetic Algorithm
    Kumar, Santosh
    Sahoo, G.
    COMPUTATIONAL INTELLIGENCE IN DATA MINING, VOL 2, 2015, 32 : 269 - 282
  • [32] A Scalable Text Classification Using Naive Bayes with Hadoop Framework
    Temesgen, Mulualem Mheretu
    Lemma, Dereje Teferi
    INFORMATION AND COMMUNICATION TECHNOLOGY FOR DEVELOPMENT FOR AFRICA (ICT4DA 2019), 2019, 1026 : 291 - 300
  • [33] Emotion Classification on Indonesian Twitter Dataset
    Saputri, Mei Silviana
    Mahendra, Rahmad
    Adriani, Mirna
    2018 INTERNATIONAL CONFERENCE ON ASIAN LANGUAGE PROCESSING (IALP), 2018, : 90 - 95
  • [34] Muscle Categorization Using PDF Estimation and Naive Bayes Classification
    Adel, Tameem M.
    Smith, Benn E.
    Stashuk, Daniel W.
    2012 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2012, : 2619 - 2622
  • [35] Classification of Diabetic Patients Records Using Naive Bayes Classifier
    Thulasi, K. S.
    Ninu, E. S.
    Kumar, Shiva K. M.
    2017 2ND IEEE INTERNATIONAL CONFERENCE ON RECENT TRENDS IN ELECTRONICS, INFORMATION & COMMUNICATION TECHNOLOGY (RTEICT), 2017, : 1194 - 1198
  • [36] Vocal folds pathologies classification using Naive Bayes Networks
    Dahmani, Mohamed
    Guerti, Mhania
    2017 6TH INTERNATIONAL CONFERENCE ON SYSTEMS AND CONTROL (ICSC' 17), 2017, : 426 - 432
  • [37] Detection on Network Equipment Failure using Naive Bayes Classification
    Fei, Tan Yi
    Yan, Lai Jie
    Shuan, Lam Hai
    Guo Xiaoning
    King, Soo Wooi
    PROCEEDINGS OF 2017 IEEE 2ND INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC), 2017, : 286 - 290
  • [38] Internet Traffic Classification Using Hidden Naive Bayes Model
    Ghofrani, Fatemeh
    Jamshidi, Azizollah
    Keshavarz-Haddad, Alireza
    2015 23RD IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2015, : 235 - 240
  • [39] A Study on the Classification of Common Vulnerabilities and Exposures using Naive Bayes
    Na, Sarang
    Kim, Taeeun
    Kim, Hwankuk
    ADVANCES ON BROAD-BAND WIRELESS COMPUTING, COMMUNICATION AND APPLICATIONS, 2017, 2 : 657 - 662
  • [40] Classification of the Degree of Dehydration in Diarrhea Using the Naive Bayes Algorithm
    Zaeni, Ilham A. E.
    Ratri, Dwiajeng Puspita
    Taufani, Agusta Rakhmat
    2021 IEEE INTERNATIONAL BIOMEDICAL INSTRUMENTATION AND TECHNOLOGY CONFERENCE (IBITEC): THE IMPROVEMENT OF HEALTHCARE TECHNOLOGY TO ACHIEVE UNIVERSAL HEALTH COVERAGE, 2021, : 148 - 152
12345