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All Journal International Journal of Electrical and Computer Engineering Indonesia Medicus Veterinus Perfecting a Video Game with Game Metrics Proceeding of the Electrical Engineering Computer Science and Informatics Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Jurnal Nasional Teknik Elektro dan Teknologi Informasi
Akbar, Saiful
Data And Software Engineering Research Group School Of Electrical Engineering And Informatics, Institut Teknologi Bandung
Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Energy Engineering Medicine & Pharmacology Veterinary

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Journal : Jurnal Nasional Teknik Elektro dan Teknologi Informasi

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Identifikasi Hubungan Sebab-Akibat pada Artikel Kesehatan menggunakan Anotasi Elemen Medis dan Paragraf Susetyo Bagas Bhaskoro; Saiful Akbar; Suhono Harso Supangkat
Jurnal Nasional Teknik Elektro dan Teknologi Informasi Vol 8 No 2: Mei 2019
Publisher : Departemen Teknik Elektro dan Teknologi Informasi, Fakultas Teknik, Universitas Gadjah Mada

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Abstract

This paper studies natural language processing on medical articles in Indonesian that aims to identify causal relationship and used as public health surveillance information monitoring system. This paper proposes selection-feature conformity, phrase annotation, paragraph annotation, and medical element annotation. System performance evaluation is carried out using intrinsic aprroach which compares supervised classification methods, i.e. naive bayes method and HMM. Results obtained for recall, precission, and f-measure are 0.905, 0.924, 0.910 and 0.706, 0.750, 0.720, respectively.
Co-Authors Anindya Prameswari Arifiansyah, Fitra Benhard Sitohang Benhard Sitohang Fitra Arifiansyah Hery Heryanto Ida Bagus Kade Suardana Ida Bagus Komang Ardana Inne Gartina Husein Irfan Amal Jasman Pardede Kurniandha Sukma Yunastrian Kurniandha Yunastrian Marsa Ahmada Suhono Harso Supangkat Susetyo Bagas Bhaskoro Susetyo Bagas Bhaskoro Yunastrian, Kurniandha Sukma