Jurnal Teknologi dan Sistem Komputer
Volume 8, Issue 1, Year 2020 (January 2020)

Pembangkitan interpretasi tekstual berbahasa Indonesia berdasarkan data pemeriksaan kimia darah menggunakan pendekatan berbasis r-template

Indra Aulia (Department of Information Technology, Faculty of Computer Science and Information Technology, Universitas Sumatera Utara)
Sarah Purnamawati (Department of Information Technology, Faculty of Computer Science and Information Technology, Universitas Sumatera Utara)
Junianto Junianto (Department of Information Technology, Faculty of Computer Science and Information Technology, Universitas Sumatera Utara)



Article Info

Publish Date
31 Jan 2020

Abstract

The result of the blood chemistry tests is usually presented in the form of a table written in abbreviations, numbers, and units. Unfortunately, the young doctors often require the time and experience for interpreting the blood chemistry tests into a textual representation, which is easy to read and understand. Therefore, this research aimed at developing a system (BTISys) that can generate the textual representation in the Indonesian language automatically based on the blood chemistry test. BTISys generates the representation using Natural Language Generation (NLG) approach based on the r-template method. The reliability of BTISys is measured by considering the naturalness of generated textual representation. The naturalness can be observed by three criteria, such as readability, clarity, and general appropriateness. The reliability of BTISys is quite good to generate the textual representation automatically. It can be seen from the readability, clarity, and general appropriateness, which reach 73 %, 70 %, and 60 % respectively, that implies the naturalness of generated textual representation.

Copyrights © 2020






Journal Info

Abbrev

JTSISKOM

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

Jurnal Teknologi dan Sistem Komputer (JTSiskom, e-ISSN: 2338-0403) adalah terbitan berkala online nasional yang diterbitkan oleh Departemen Teknik Sistem Komputer, Universitas Diponegoro, Indonesia. JTSiskom menyediakan media untuk mendiseminasikan hasil-hasil penelitian, pengembangan dan ...