Sentiment Analysis Of Public Comments On Licensing Services Seeks To Use The Naive Bayes Algorithm With Genetic Selection Algorithm
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R. A. Cahya, D. Adimanggala, and A. A. Supianto, “Deep Feature Weighting Based on Genetic Algorithm and Naïve Bayes for Twitter Sentiment Analysis,” in 2019 International Conference on Sustainable Information Engineering and Technology (SIET), Lombok, Indonesia: IEEE, Sep. 2019, pp. 326–331. doi: 10.1109/SIET48054.2019.8986107.
A. Radaideh, F. Dweiri, and M. Obaidat, “A Novel Approach to Predict the Real Time Sentimental Analysis by Naive Bayes & RNN Algorithm during the COVID Pandemic in UAE,” in 2020 International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI), Sharjah, United Arab Emirates: IEEE, Nov. 2020, pp. 1–5. doi: 10.1109/CCCI49893.2020.9256587.
F.-J. Yang, “An Implementation of Naive Bayes Classifier,” in 2018 International Conference on Computational Science and Computational Intelligence (CSCI), Las Vegas, NV, USA: IEEE, Dec. 2018, pp. 301–306. doi: 10.1109/CSCI46756.2018.00065.
Y. K. Saheed, M. A. Hambali, M. O. Arowolo, and Y. A. Olasupo, “Application of GA Feature Selection on Naive Bayes, Random Forest and SVM for Credit Card Fraud Detection,” in 2020 International Conference on Decision Aid Sciences and Application (DASA), Sakheer, Bahrain: IEEE, Nov. 2020, pp. 1091–1097. doi: 10.1109/DASA51403.2020.9317228.
A. M. Rahat, A. Kahir, and A. K. M. Masum, “Comparison of Naive Bayes and SVM Algorithm based on Sentiment Analysis Using Review Dataset,” in 2019 8th International Conference System Modeling and Advancement in Research Trends (SMART), Moradabad, India: IEEE, Nov. 2019, pp. 266–270. doi: 10.1109/SMART46866.2019.9117512.
J. Li and Y. Liang, “Refining Word Embeddings Based on Improved Genetic Algorithm for Sentiment Analysis,” in 2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC), Chongqing, China: IEEE, Dec. 2020, pp. 213–216. doi: 10.1109/ITAIC49862.2020.9339058.
N. Morozs, T. Clarke, and D. Grace, “Heuristically Accelerated Reinforcement Learning for Dynamic Secondary Spectrum Sharing,” IEEE Access, vol. 3, pp. 2771–2783, 2015, doi: 10.1109/ACCESS.2015.2507158.
A. R. Ismail, I. Labolo, and Y. Handayani, “Implementation of JSON Parsing in Agricultural Productive Learning Applications,” SISTEMASI, vol. 12, no. 1, p. 269, Jan. 2023, doi: 10.32520/stmsi.v12i1.2673.
M. Wongkar and A. Angdresey, “Sentiment Analysis Using Naive Bayes Algorithm Of The Data Crawler: Twitter,” in 2019 Fourth International Conference on Informatics and Computing (ICIC), Semarang, Indonesia: IEEE, Oct. 2019, pp. 1–5. doi: 10.1109/ICIC47613.2019.8985884.
P. P. Surya and B. Subbulakshmi, “Sentimental Analysis using Naive Bayes Classifier,” in 2019 International Conference on Vision Towards Emerging Trends in Communication and Networking (ViTECoN), Vellore, India: IEEE, Mar. 2019, pp. 1–5. doi: 10.1109/ViTECoN.2019.8899618.
S. Ernawati, E. R. Yulia, Frieyadie, and Samudi, “Implementation of The Naïve Bayes Algorithm with Feature Selection using Genetic Algorithm for Sentiment Review Analysis of Fashion Online Companies,” in 2018 6th International Conference on Cyber and IT Service Management (CITSM), Parapat, Indonesia: IEEE, Aug. 2018, pp. 1–5. doi: 10.1109/CITSM.2018.8674286.
W. M. P.D. and Haryoko, “Optimization Of Parameter Support Vector Machine (SVM) using Genetic Algorithm to Review Go-Jek’s Services,” in 2019 4th International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE), Yogyakarta, Indonesia: IEEE, Nov. 2019, pp. 301–304. doi: 10.1109/ICITISEE48480.2019.9003894.
B. P. Jocom, N. Hidayat, and P. P. Adikara, “Penerapan Genetic Algorithm Untuk Optimasi Peningkatan Laba Persediaan Produksi Pakaian”.
P. P. Surya and B. Subbulakshmi, “Sentimental Analysis using Naive Bayes Classifier,” in 2019 International Conference on Vision Towards Emerging Trends in Communication and Networking (ViTECoN), Vellore, India: IEEE, Mar. 2019, pp. 1–5. doi: 10.1109/ViTECoN.2019.8899618.
A. M. Rahat, A. Kahir, and A. K. M. Masum, “Comparison of Naive Bayes and SVM Algorithm based on Sentiment Analysis Using Review Dataset,” in 2019 8th International Conference System Modeling and Advancement in Research Trends (SMART), Moradabad, India: IEEE, Nov. 2019, pp. 266–270. doi: 10.1109/SMART46866.2019.9117512.
A. R. Ismail, A. Zainul Fanani, G. F. Shidik, and Muljono, “Implementation Of Naive Bayes Algorithm With Particle Swarm Optimization In Classification Of Dress Recommendation,” in 2020 International Seminar on Application for Technology of Information and Communication (iSemantic), Semarang, Indonesia: IEEE, Sep. 2020, pp. 174–178. doi: 10.1109/iSemantic50169.2020.9234293.
F. Harahap, A. Y. N. Harahap, E. Ekadiansyah, R. N. Sari, R. Adawiyah, and C. B. Harahap, “Implementation of Naïve Bayes Classification Method for Predicting Purchase,” in 2018 6th International Conference on Cyber and IT Service Management (CITSM), Parapat, Indonesia: IEEE, Aug. 2018, pp. 1–5. doi: 10.1109/CITSM.2018.8674324.
DOI: https://doi.org/10.32520/stmsi.v13i1.3550
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