KLASIFIKASI KOMENTAR SPAM PADA YOUTUBE MENGGUNAKAN METODE NAÏVE BAYES, SUPPORT VECTOR MACHINE, DAN K-NEAREST NEIGHBORS
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B. Yu and Z.-b. Xu, "A comparative study for content-based dynamic spam classification using four machine learning algorithms," Knowledge-Based Systems, vol. 21, no. 4, pp. 355-362, 2008.
M. McCord and M. Chuah, "Spam Detection on Twitter Using Traditional Classifiers," in international conference on Autonomic and trusted computing, Berlin, 2011.
A. McCallum and K. Nigam, "A Comparison of Event Models for Naive Bayes Text Classification," in AAAI-98 workshop on learning for text categorization, 1998.
V. Metsis, I. Androutsopoulos and G. Paliouras, "Spam Filtering with Naive Bayes – Which Naive Bayes?," in 3rd Conf. on Email and Anti-Spam (CEAS), 2006.
C. Cortes and V. Vapnik, "Support-vector networks," Machine Learning, vol. 20, no. 3, pp. 273-297, 1995.
D. Coomans and D. L. Massart, "Alternative k-nearest neighbour rules in supervised pattern recognition : Part 1. k-Nearest neighbour classification by using alternative voting rules," Analytica Chimica Acta, vol. 136, pp. 15-27, 1982.
T. C. Alberto, J. V. Lochter and T. A. Almeida, "TubeSpam: Comment Spam Filtering on YouTube," in International Conference on Machine Learning and Applications, Miami, 2015.
R. C. Balabantaray, C. Sarma and M. Jha, "Document Clustering using K-Means and K-Medoids," International Journal of Knowledge Based Computer System, vol. 1, no. 1, pp. 7-13, 2013.
E. Rasywir and A. Purwarianti, "Eksperimen pada Sistem Klasifikasi Berita Hoax Berbahasa Indonesia Berbasis Pembelajaran Mesin," Jurnal Cybermatika, vol. 3, no. 2, pp. 1-8, 2015.
M. A. Fauzi, A. Z. Arifin, S. C. Gosaria and I. S. Prabowo, "Indonesian News Classification Using Naïve Bayes and Two-Phase Feature Selection Model," Indonesian Journal of Electrical Engineering and Computer Science, vol. 8, no. 3, pp. 610-615, 2017.
J. Ramos, "Using TF-IDF to Determine Word Relevance in Document Queries," in Instructional Conference On Machine Learning, 2003.
DOI: http://dx.doi.org/10.26798/jiko.v3i2.139
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