PENERAPAN HIDDEN MARKOV MODEL UNTUK PENGENALAN FRASA DALAM KALIMAT BAHASA INDONESIA

PUTRA, RIZKI PRATAMA and Fachrurrozi, Muhammad and Miraswan, Kanda Januar (2019) PENERAPAN HIDDEN MARKOV MODEL UNTUK PENGENALAN FRASA DALAM KALIMAT BAHASA INDONESIA. Undergraduate thesis, Sriwijaya University.

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Abstract

Pengenalan frasa menjadi topik yang cukup menarik untuk dibahas dalam bidang pengolahan Bahasa. Penelitian mengenai pengenalan frasa telah banyak dikembangkan khususnya Bahasa Inggris, namun untuk Bahasa Indonesia masih belum berkembang. Pada penelitian ini, proses pengenalan frasa yang dilakukan yaitu dengan menggunakan kalimat Bahasa Indonesia. Kalimat yang digunakan yaitu berasal dari korpus Part of Speech Tag Bahasa Indonesia. Dengan menggunakan data berupa kalimat Bahasa Indonesia, metode yang digunakan dalam pengenalan frasa yaitu Hidden Markov Model. Dari hasil penelitian yang dilakukan dengan menggunakan 100 kalimat Bahasa Indonesia sebagai data uji, nilai akurasi yang diperoleh menggunakan metode Hidden Markov Model menghasilkan nilai akurasi sebesar 65%.

Item Type: Thesis (Undergraduate)
Uncontrolled Keywords: Bahasa Indonesia , Hidden Markov Model, pengenalan frasa
Subjects: P Language and Literature > P Philology. Linguistics > P98-98.5 Computational linguistics. Natural language processing
Q Science > Q Science (General) > Q300-390 Cybernetics > Q325.5 Machine learning
Divisions: Faculty of Computer Science > 55201-Informatics (S1)
Depositing User: Rizki Pratama Putra
Date Deposited: 26 Dec 2019 06:37
Last Modified: 26 Dec 2019 06:37
URI: http://repository.unsri.ac.id/id/eprint/22238

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