ANALISIS BIG DATA DENGAN METODE MULTINOMIAL NAÏVE BAYES TERHADAP KLASIFIKASI MEDIA PEMBERITAAN

Asfik Alfain, Hardian Oktavianto, Yeni Dwi Rahayu

Abstract


Media pemberitaan merupakan sebuah sebaran informasi berupa fakta yang disebarkan melalui media online, cetak, maupun siaran televisi dan radio. Saat ini media yang paling diminati adalah berbasis internet yang tersusun atas beberapa kategori berita contohnya kesehatan, seleb, news, olahraga, otomotif, travel, musik, dll. Pengklasifikasian artikel berita saat ini masih dilakukan secara manual sehingga memerlukan banyak waktu. Solusi yang diperlukan adalah sebuah sistem yang dapat mengklasifikasi artikel berita dengan otomatis. Pengklasifikasian ini menggunakan metode Multinomial Naïve Bayes dengan jumlah 19.200 dataset kemudian diukur dengan menggunakan confusion matrix dan diperoleh tingkat akurasi tertinggi sebear 74%, presisi 98%, recall 93%.


Keywords


Berita; Klasifikasi; Multinomial Naive Bayes

References


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DOI: https://doi.org/10.32528/jasie.v3i2.8522

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