June 28, 2024Journal of Information Systems Engineering and Business IntelligenceOpen Access

Text Stemming and Lemmatization of Regional Languages in Indonesia: A Systematic Literature Review

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Authors

ZAZaenal AbidinLampung University AJAkmal JunaidiLampung University WWWamiliana WamilianaLampung University

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Implication

Systematic review finds substantial growth in stemming and lemmatization for Indonesian regional languages, highlighting heavy reliance on digital dictionaries and morphological rules.

Key Points

Stemming and lemmatization for Indonesian regional languages advanced markedly from 2014 to 2023, relying heavily on digital dictionaries for vocabulary.
Synthesis of 35 selected studies demonstrates that rule-based methods require comprehensive lexical databases to handle complex affix patterns effectively.
Systematic literature review using the Kitchenham method highlights that limited digital vocabularies and sparse linguistic corpora constrain corpus-based stemming.

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Abidin et al. (2024) studied this question.

synapsesocial.com/papers/68e62c14b6db6435875be137 https://doi.org/10.20473/jisebi.10.2.217-231

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Implication

Systematic review finds substantial growth in stemming and lemmatization for Indonesian regional languages, highlighting heavy reliance on digital dictionaries and morphological rules.

Text Stemming and Lemmatization of Regional Languages in Indonesia: A Systematic Literature Review

Discussion

Member takes

Implication

Key Points

Cite This Study

Text Stemming and Lemmatization of Regional Languages in Indonesia: A Systematic Literature Review

Discussion

Member takes

Implication

Key Points

Cite This Study

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