This study tries to review studies on the
stemming process in non-standard Indonesian Language.
This is done to understand the methods that researchers
use to collect data from various sources, process the data
that has been collected, and classify data so that it becomes
information that is easier to understand. The researcher
collected, filtered, and reviewed the discovered research
papers using a Systematic Literature Review approach.
We collect research works from ScienceDirect, IEEE,
arXiv, ACM Digital Library, Semantic Scholar, Google
Scholar, Springer, and Elsevier by choosing research
published from 2016 to 2022. The purpose of the
researcher conducting this literature review is to
understand stemming in Indonesian, gain an
understanding of data collection techniques, stemming
methods, and study stemming results from previous
research. This study collects and summarizes twenty-seven
stemming studies on the Indonesian language, selected
from the forty-seven previously collected studies. The
study was conducted regarding how to collect data, the
language-stemming research methods used, and the
stemming research results.
Stemming, Indonesian Language, Non-Standard, Natural Language Processing, Information Retrieval.