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Lady Agustin Fitriana
Sekolah Tinggi Manajemen Informatika Dan Komputer Nusa Mandiri
Computer Science & IT Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Library & Information Science Other

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Journal : Sistemasi: Jurnal Sistem Informasi

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Application of the Finite State Automata (FSA) Method in Indonesian Stemming using the Nazief & Adriani Algorithm lady agustin fitriana; Ali Mustopa; Muhammad Rifqi Firdaus; Rizka Dahlia
Sistemasi: Jurnal Sistem Informasi Vol 13, No 3 (2024): Sistemasi: Jurnal Sistem Informasi
Publisher : Program Studi Sistem Informasi Fakultas Teknik dan Ilmu Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32520/stmsi.v13i3.4038

Abstract

Language is a communication tool commonly used in everyday life. Each country has a different language with predetermined rules. For instance, in the Indonesian language, there are approximately 35 official affixes mentioned in the Big Indonesian Dictionary. These affixes include prefixes (prefixes), infixes (insertions), suffixes (suffixes), and confixes (a combination of prefixes and suffixes). In Information Retrieval, there is a stemming process, which is the process of converting a word form into a base word or the process of transforming variant words into their base form. The theory of language and automata is the foundation of the computer science field that provides the basis for ideas and models of computer systems. In the implementation of the research, several stages were carried out, such as explaining the Nazief & Adriani stemming algorithm, finite state automata, creating pseudocode, and testing using a web-based system, resulting in affixed words becoming the correct base words with 20 affixed words. The results obtained from reading this web-based system, the base word "cinta" (love) used as a test yielded accurate results in accordance with the concept of the Nazief & Adriani stemming algorithm. There are some weaknesses in stemming from suffixes, and the solution is to perform stemming from the prefix position (Prefix).
Co-Authors Abdul Latif Abdul Latif Agung Sasongko Ahmad Fachrurozi Ali Mustopa, Ali Latifah Latifah Mohammad Kamal Reza Muhammad Rifqi Firdaus Nurmalasari Nurmalasari Reza Maulana Rizka Dahlia Septian Rheno Widianto