Sriwijaya Journal of Informatics and Applications
Vol 5, No 1 (2024)

Keyphrase Extraction Using TextRank for Indonesian Text

Muhammad, Fadel (Unknown)
Yusliani, Novi (Unknown)
Rachmatullah, Muhammad Naufal (Unknown)



Article Info

Publish Date
10 Mar 2024

Abstract

Keywords are commonly used as a form of summary from scientific publications. But in determining keywords, it requires expertise in the related field and a long amount of time because you have to read and understand the entire contents of scientific publications. Keyphrase Extraction can be a solution to get relevant keywords in a short time based on titles and abstracts from scientific publications. TextRank method is used to extract keywords. This research will perform keyword extraction using the TextRank method for Indonesian text. The evaluation results of this study showed an accuracy value of 95.53% and an f1-score of 59.32% with a threshold configuration of 80% and using all keyword candidates.

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Description

Sriwijaya Journal of Informatics and Applcations (SJIA) is a scientific periodical researchs articles of the Informatics Departement Universitas Sriwijaya. This Journal is an open access journal for scientists and engineers in informatics and Applcations area that provides online publication (two ...