Opinion Analysis of Traveler Based on Tourism Site Review Using Sentiment Analysis
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Chory RN, Nasrun M, Setianingsih C. Sentiment Analysis on User Satisfaction level of Mobile Data Services Using Support Vector Machine (SVM) Algorithm. In: IEEE International Conference on Internet of Things and Intelligence System (IOTAIS) Institute of Electrical and Electronics Engineers Inc.; 2018. p. 194–200.
Khotimah DAK, Sarno R. Sentiment Detection of Comment Titles in Booking.com Using Probabilistic Latent Semantic Analysis. In: Proceeding on 6th International Conference on Information and Communication Technology (ICoICT) Bandung, Indonesia: Institute of Electrical and Electronics Engineers Inc.; 2018. p. 514–519.
Liu B. Sentiment Analysis and Opinion Mining. Synthesis Lectures on Human Language Technologies 2012;5(1):1–167. 4. Indriati I, Ridok A. Sentiment Analysis For Review Mobile Application Using Neighbor Method Weighted K-Nearest Neighbor (NWKNN). Journal of Environmental Engineering and Sustainable Technology 2016;03(01):23–32.
Peng JX, Ferguson S, Rafferty K, Stewart V. A sequential algorithm for sparse support vector classifiers. Pattern Recognition 2013;46(4):1195–1208.
Nazemi A, Dehghan M. A neural network method for solving support vector classification problems. Neurocomputing 2015;152(1):369–376.
Javidi MM, Zarisfi Kermani F. Utilizing the advantages of both global and local search strategies for finding a small subset of features in a two-stage method. Applied Intelligence 2018;48(10):3502–3522.
Zuo W, Wu X, Lin L, Zhang L, Yang MH. Learning support correlation filters for visual tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence 2019;41(5):1158–1172.
Liu B. Sentiment Analysis and Subjectivity. Handbook of Natural Language Processing 2010;2:627–666.
Setiowati Y, Djunaidy A, Siahaan DO. Pair Extraction of Aspect and Implicit Opinion Word based on its Co-occurrence in Corpus of Bahasa Indonesia. In: 2019 2nd International Seminar on Research of Information Technology and Intelligent Systems, ISRITI 2019 Institute of Electrical and Electronics Engineers Inc.; 2019. p. 73–78.
Basari ASH, Hussin B, Ananta IGP, Zeniarja J. Opinion Mining of Movie Review Using Hybrid Method of Support Vector Machine and Particle Swarm Optimization. Procedia Engineering 2013;53:453–462. http://dx.doi.org/10.1016/j.proeng.2013.02.059.
Mustafa A, Akbar A, Sultan A. Knowledge Discovery using Text Mining : A Programmable Implementation on Information Extraction and Categorization. International Journal of Multimedia and Ubiquitos Engineering 2009;4(2):183–188.
Vapnik V, Izmailov R. Rethinking statistical learning theory: learning using statistical invariants. Machine Learning 2019 mar;108(3):381–423.
Rameshbhai CJ, Paulose J. Opinion mining on newspaper headlines using SVM and NLP. International Journal of Electrical and Computer Engineering 2019;9(3):2152–2163.
Brown AD, Kachura JR. Natural Language Processing of Radiology Reports in Patients With Hepatocellular Carcinoma to Predict Radiology Resource Utilization. Journal of the American College of Radiology 2019;16(6):840–844.
Luqyana WA, Imam Cholissodin, Perdana RS. Analisis Sentimen Cyberbullying pada Komentar Instagram dengan Metode Klasifikasi Support Vector Machine. Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer e-ISSN 2018;2(11):4704–4713.
Vapnik V, Izmailov R. Knowledge transfer in SVM and neural networks. Annals of Mathematics and Artificial Intelligence 2017;81(1):3–19.
Karim R, Kundu AK. Computational analysis to reduce classification cost keeping high accuracy of the sparser LPSVM. International Journal of Machine Learning and Computing 2019;9(6):728–733.
Shandra EN, Setiawan BD, Sari YA. Klasifikasi Pola Sidik Bibir untuk Menentukan Jenis Kelamin Manusia dengan Metode Gray Level Co-Occurrence Matrix dan Support Vector Machine. Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer 2019;3(3):2753–2760. http://j-ptiik.ub.ac.id/index.php/j-ptiik/article/view/4786.
Pereira DR, Pisani RJ, De Souza AN, Papa JP. An Ensemble-Based Stacked Sequential Learning Algorithm for Remote Sensing Imagery Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2017;10(4):1525–1541.
Nóbrega JP, Oliveira ALI. A sequential learning method with Kalman filter and extreme learning machine for regression and time series forecasting. Neurocomputing 2019;337(1):235–250.
DOI: http://dx.doi.org/10.12962/j20882033.v31i2.6338
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