Multinomial Naïve Bayes for sentiment analysis of Indonesian's local government performance
Abstract
Keywords
Full Text:
PDFReferences
A. Aswari, “How digital technology driven millennial consumer behaviour in Indonesia,” Journal of Distribution Science, vol. 17, no. 8, pp. 25-34, 2019.
M. N. Aziz, A. Firmanto, A. M. Fajrin and R. V. Hari Ginardi, "Sentiment Analysis and Topic Modelling for Identification of Government Service Satisfaction," 2018 5th International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE), pp. 125-130, 2018.
P. P. Surya and B. Subbulakshmi, "Sentimental Analysis using Naive Bayes Classifier," 2019 International Conference on Vision Towards Emerging Trends in Communication and Networking (ViTECoN), pp. 1-5, 2019.
A. Goel, J. Gautam and S. Kumar, "Real time sentiment analysis of tweets using Naive Bayes," 2016 2nd International Conference on Next Generation Computing Technologies (NGCT), pp. 257-261, 2016.
H. Hassani, C. Beneki, S. Unger, M. T. Mazinani, and M. R. Yeganegi, “Text mining in big data analytics,” Big Data and Cognitive Computing, vol. 4, no. 1, p. 1, 2020.
I. Kurniawati and H. F. Pardede, "Hybrid Method of Information Gain and Particle Swarm Optimization for Selection of Features of SVM-Based Sentiment Analysis," 2018 International Conference on Information Technology Systems and Innovation (ICITSI), pp. 1-5, 2018.
M. M. Saritas, and A. Yasar, “Performance analysis of ANN and Naive Bayes classification algorithm for data classification,” International journal of intelligent systems and applications in engineering, vol. 7, no. 2, pp. 88-91, 2019.
K. Sarkar and M. Bhowmick, "Sentiment polarity detection in bengali tweets using multinomial Naïve Bayes and support vector machines," 2017 IEEE Calcutta Conference (CALCON), 2017, pp. 31-36, 2017.
D. Wang and R. Alfred, "A Review on Sentiment Analysis Model for Chinese Weibo Text," 2020 3rd International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE), pp. 456-463, 2020.
D. A. Kristiyanti, A. H. Umam, M. Wahyudi, R. Amin and L. Marlinda, "Comparison of SVM & Naïve Bayes Algorithm for Sentiment Analysis Toward West Java Governor Candidate Period 2018-2023 Based on Public Opinion on Twitter," 2018 6th International Conference on Cyber and IT Service Management (CITSM), pp. 1-6, 2018.
E. Y. Sari, A. D. Wierfi and A. Setyanto, "Sentiment Analysis of Customer Satisfaction on Transportation Network Company Using Naive Bayes Classifier," 2019 International Conference on Computer Engineering, Network, and Intelligent Multimedia (CENIM, pp. 1-6, 2019.
M. Wongkar and A. Angdresey, "Sentiment Analysis Using Naive Bayes Algorithm of The Data Crawler: Twitter," 2019 Fourth International Conference on Informatics and Computing (ICIC), pp. 1-5, 2019.
S. Das and A. K. Kolya, "Sense GST: Text mining & sentiment analysis of GST tweets by Naive Bayes algorithm," 2017 Third International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN), pp. 239-244, 2017.
H. Parveen and S. Pandey, "Sentiment analysis on Twitter Data-set using Naive Bayes algorithm," 2016 2nd International Conference on Applied and Theoretical Computing and Communication Technology (iCATccT), pp. 416-419, 2016.
S. P. Kristanto, J. A. Prasetyo and E. Pramana, "Naive Bayes Classifier on Twitter Sentiment Analysis BPJS of HEALTH," 2019 2nd International Conference of Computer and Informatics Engineering (IC2IE), pp. 24-28, 2019.
DOI: https://doi.org/10.31763/simple.v3i2.22
Refbacks
- There are currently no refbacks.
Copyright (c) 2023 Ahmad Azhari, Muhammad Saepul Hadi
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Signal and Image Processing Letters
ISSN Online: 2714-6677 | Print: 2714-6669
Published by Association for Scientific Computing Electrical and Engineering (ASCEE)
Website : https://simple.ascee.org/index.php/simple/
Email 1 : simple@ascee.org
Email 2 : azhari@ascee.org
View My Stats