KOMPUTIKA - Jurnal Sistem Komputer
Vol 10 No 2 (2021): Komputika: Jurnal Sistem Komputer

Peringkasan Berita Online Corona Virus dengan Metode Lexical Chain dan Word Sense Disambiguation

Nisrina Arintia Maghfiroh (Universitas Muhammadiyah Malang)
Galih Wasis Wicaksono (Unknown)
Christian Sri Kusuma Aditya (Universitas Muhammadiyah Malang)



Article Info

Publish Date
30 Aug 2021

Abstract

Automatic news summarizes are the activity of extracting the core from the news without compromising the significance contained in the news. In the automatic news release there are several methods that can be used, one of which is the Lexical Chain method. This method performs well in summarizes text by determining the highest chain. However, this method has the disadvantage of not being able to identify ambiguous words contained in news sentences. Therefore, to correct the shortcomings of the Lexical Chain method weaknesses, the study was equipped with Word Sense Disambiguation to identify ambiguous words. This study used 100 news about Covid-19 sourced from the most popular online news portals. Accuracy testing of automatic news releases used in this study using Recall-Oriented Understudy for Gisting Evaluation (ROUGE), while the evaluation used in this study there are three kinds of precission, recall, and f-measure. The evaluation results obtained an average precission value of 0.62, recall of 0.20, and f-measure of 0.30.

Copyrights © 2021






Journal Info

Abbrev

komputika

Publisher

Subject

Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering

Description

Jurnal Ilmiah KOMPUTIKA adalah wadah informasi berupa hasil penelitian, studi kepustakaan, gagasan, aplikasi teori dan kajian analisis kritis di bidang kelimuan bidang Sistem ...