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All Journal Jurnal Pendidikan Indonesia English Review: Journal of English Education ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika Eralingua : Jurnal Pendidikan Bahasa Asing dan Sastra Al-Hayat: Journal of Islamic Education Journal of Dedicators Community Community Development Journal: Jurnal Pengabdian Masyarakat Jurnal Maritim Polimarin Ocean Engineering: Jurnal Ilmu Teknik dan Teknologi Maritim Journal of Business on Hospitality and Tourism Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia Edukasi Elita : Jurnal Inovasi Pendidikan Jurnal Pengabdian Widya Dharma
Gunawan Budi Santoso
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The Impact of Natural Language Processing (NLP) Technology on the Reduplication of Verb and Noun Meaning Formation in Indonesian and English Herawati, Nanik; Putut Setiyadi, Dwi Bambang; Santoso, Gunawan Budi; Widayanti, Sukasih Ratna
Eralingua: Jurnal Pendidikan Bahasa Asing dan Sastra VOL 9, NO 2 (2025): ERALINGUA
Publisher : Makassar State University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26858/eralingua.v9i2.77208

Abstract

The difficulty of understanding verb and noun reduplication in Indonesian and English without the aid of Natural Language Processing (NLP) technology. The urgency of this research lies in the gap in computational approaches that are not yet adaptive to morphological and semantic differences between languages. The aim of this research is to analyse the role of NLP technology in identifying reduplication patterns and their implications for language learning. The research approach used a mixed methods approach. The sample size was 300 respondents. Data were collected through questionnaires, semi-structured interviews, and analysis of a bilingual Indonesian-English corpus. Analysis techniques used were descriptive statistics and ANOVA assisted by SPSS 29.0, thematic analysis, and evaluation of a BERT-based NLP model. The results show that NLP is able to recognize cross-language reduplication variations with a high level of reliability. Students demonstrated a good understanding of the form and function of reduplication and a positive attitude towards the use of NLP technology. The conclusion is that NLP is effective in capturing the semantic nuances of reduplication. Practical implications: these results support the development of bilingual curricula, digital learning media, and contextual NLP-based language analysis applications.
Co-Authors A, Indiyah Prana Abdul Haris Agung Nugroho Jati Agus Yuliantoro Alimi, Tanzila Azzalzal Anis Marjukah Arif Julianto Sri Nugroho Arif Julianto Sri Nugroho Arif Julianto Sri Nugroho, Arif Julianto Sri Arif Rakhman Suharso Ario Hendartono Bayu Purbha Sakti Cintya Mayawati Dandang Setyawanti Dwi Bambang Putut Setiyadi Eric Kunto Aribowo Erry Pranawa Galih Lintang Pinilih Hartanto Hersulastuti Juwarlan, Juwarlan Khaeroman, Khaeroman Kumara, Rahindra Bayu M. Pujo Darmo Nanik Herawati Ngatmin, Ngatmin Ngumarno . Nugroho, Aji Wisnu Nur’aini, Dhiva Maulida Rizqi Pratono, Sigit Adhi Prijo Harsono Pusaka, Semerdanta Putut Setiyadi, Dwi Bambang Rachim, Annisa Fajrina Rahma, Tariza Aulia Rahmah, Tariza Aulia Septiana Wijayanti Setiyadi, D. B. P. Sri Budiyono, Sri Sri Haryanti Sri Suwartini Suhud Eko Yuwono Sukasih Ratna Widayanti Sukini, Sukini Suranto, Much Susena, Danang Suwanti Suyono Suyono Syarifah Aini Tasari . Tasari, Tasari Titik Purwanti Ummu Hany Almasitoh Warsito Wisnu Nugroho Aji, Wisnu Nugroho Yulinda Erna Suryani Yulius Oscar Zeta, Vania Miranda