PENERAPAN METODE DEEP LEARNING UNTUK OTOMATISASI PENILAIAN ESAI BERBAHASA INDONESIA

Penulis

  • Sri Rezki Maulina Azmi Universitas Royal
  • Dewi Anggeraini

DOI:

https://doi.org/10.54314/jkhp3f86

Kata Kunci:

Deep Learning, Penilaian Esai, Bahasa Indonesia

Abstrak

Indonesian language instruction within tertiary educational institutions in Indonesia encounters a significant hurdle due to students' inadequate literacy capabilities. A potential method to address this issue is the integration of deep learning techniques to enhance language proficiency. This research This research is designed to investigate the implementation of deep learning in the acquisition of the Indonesian language, emphasizing aspects such as historical analysis of the language, spelling verification (EYD), selection of words (diction), arrangement of paragraphs, and scientific writing conventions. The approach employed is a Systematic Literature Review (SLR), aiming to pinpoint and compile existing research pertinent to the use of deep learning in educational settings. Findings indicate that utilizing deep learning can serve as an effective strategy for boosting students' comprehension of the rules governing the Indonesian language through automated feedback that aids in refining spelling, sentence construction, and vocabulary selection. This methodology not only expedites the educational process but also elevates the quality of writing while facilitating the enhancement of students' skills in scientific writing. Deep learning offers a more engaging and relevant framework for studying the Indonesian language at the university level.

Unduhan

Data unduhan tidak tersedia.

Referensi

K. S. Ramadhani, B. Nagadiraja, D. Z. Budiman, D. Fusta, N. Gumarus, and D. Arisandi, “PELATIHAN MEMBACA DAN MENULIS UNTUK MENINGKATKAN KEMAMPUAN LITERASI SISWA-SISWI DI SDN MALEBER,” vol. 2, no. 3, pp. 905–910, 2024.

S. Kelas, X. B. R. Smk, and N. Balikpapan, “Edukasi Kalimat Efektif sebagai Upaya Meningkatkan Keterampilan Menulis,” vol. 5, no. 2, pp. 297–304, 2023.

T. Kartini, “Peningkatan Prestasi Belajar Siswa pada Bahasa Indonesia tenteng Percakapan Alat Komunkasi Sederhana melalui Metode Pemberia Tugas,” J. Sos. Teknol., 2023, doi: 10.36418/jurnalsostech.v3i4.673.

M. Mardi, D. E. Putri, Y. Yasmanelly, and S. Syofiani, “Efektivitas Podcast Edukatif sebagai Media Inovasi Pembelajaran Bahasa Indonesia di Era Digital,” Edu Cendikia J. Ilm. Kependidikan, vol. 5, no. 02, pp. 481–493, 2025, doi: 10.47709/educendikia.v5i02.6711.

A. Nurizka R, N. Putri P, R. H. Prasetyo, and C. Ulya, “TELAAH KESALAHAN BERBAHASA INDONESIA PADA JURNAL BAHASA DAN SASTRA INDONESIA UNIVERSITAS NEGERI SEMARANG,” J. Edukasi Khatulistiwa Pembelajaran Bhs. dan Sastra Indones., 2021, doi: 10.26418/ekha.v4i2.44295.

A. Salim, K. Rijal, B. Hendrik, T. Informatika, U. Putra, and I. Yptk, “Studi Literatur Sistem Penilaian Esai Otomatis Pada E-Learning Dengan Algoritma Winnowing Studi Literatur Sistem Penilaian Esai Otomatis Pada E-Learning Dengan Algoritma Winnowing,” vol. 1, no. 3, 2023.

A. F. Azzaroh, A. S. Editya, and A. K. Al-haq, “E ISSN : 2809-4069 Sistem Penilaian Esai Otomatis Berbasis Web Menggunakan Model BERT dan Levenshtein Distance,” vol. 5, no. 2, pp. 142–148, 2025.

A. Nasution, S. Mandailing, N. Pgmi, and S. M. Natal, “Transformasi Pembelajaran Bahasa Indonesia di Sekolah Dasar Melalui Pendekatan Deep Learning,” vol. 5, no. 2, pp. 145–156, 2025.

D. Sa and Y. A. Gerhana, “Deteksi Generatif Teks pada Penilaian Otomatis Tes Esai Berbahasa Indonesia Menggunakan,” vol. 11, no. 2, 2025.

A. C. Dewi, “Optimalisasi Keterampilan Menulis Melalui Sistem Pembelajaran Berbantuan Deep Learning Program Studi Pendidikan Bahasa dan Sastra Indonesia , Universitas Negeri Makassar konteks pembelajaran bahasa dapat meningkatkan keterampilan menulis secara,” vol. 1, no. 7, pp. 55–65, 2025.

P. D. Yuliani, F. Rahman, M. Zahrul, J. Bajuri, and U. Terbuka, “Deep Learning dalam Pendidikan Bahasa Indonesia di Perguruan Tinggi : Tinjauan Literatur dan Implikasi Praktis,” vol. 21, no. 1, pp. 285–294, 2026, doi: 10.31603/paedagogie.v21i1.16073.

C. S. Mustaffa, N. Omar, Z. Abu Talib, and N. Z. Megat Ibrahim, “IMPLIKASI PENGGUNAAN WHATSAPP DALAM PENGURUSAN MAKLUMAT ORGANISASI,” Asian People J., 2021, doi: 10.37231/apj.2021.4.2.302.

N. Siraj, F. Nurfalah, R. A. Listiana, and R. N. Santika, “Pengenalan Beretika Komunikasi dalam Sosial Media di Kalangan Remaja SMA Windu Wacana Kota Cirebon,” Altruis J. Community Serv., 2021, doi: 10.22219/altruis.v2i2.16546.

Diterbitkan

2026-04-26

Terbitan

Bagian

Artikel

Cara Mengutip

PENERAPAN METODE DEEP LEARNING UNTUK OTOMATISASI PENILAIAN ESAI BERBAHASA INDONESIA. (2026). JOURNAL OF SCIENCE AND SOCIAL RESEARCH, 9(2), 1433-1437. https://doi.org/10.54314/jkhp3f86

Artikel paling banyak dibaca berdasarkan penulis yang sama