Development of Interactive Artificial Intelligence-Based Learning Media Using Natural Language Processing Methods In the Subject of Informatics

Authors

  • Fajri Rinaldi Chan Universitas Islam Negeri Sjech M.Djamil Djambek Bukttinggi
  • Rahma Yanti Universitas Islam Negeri Sjech M.Djamil Djambek Bukttinggi
  • Firdaus Annas Universitas Islam Negeri Sjech M.Djamil Djambek Bukttinggi

Keywords:

Artificial Inteligence, Natural Language Processing, Informatics

Abstract

Education is at the core of individual and societal development. The current digital era has fundamentally transformed the way education is delivered, with Artificial Intelligence (AI) and Natural Language Processing (NLP) technologies playing a key role. AI enables personalized learning, in-depth analysis of student progress, and more efficient teaching methods, while NLP creates a more interactive learning experience through natural language communication. The integration of AI and NLP into educational media is a crucial step towards enhancing the quality of education, with the significant potential to create a more effective, adaptive, and responsive learning environment tailored to individual student needs. This research employs a development method using the ADDIE model, involving the analysis of educational product needs and goals, the planning of product structure and content, the development of educational products, distribution to the target audience, and product evaluation. Data collection methods include interviews with teachers and students, literature studies, and text processing using NLP. Therefore, this research is relevant and important for understanding the impact of technology on education and its potential to address future challenges in the continually evolving field of education.

References

Agustina Purwitasari, N., Soleh, M., Raya Puspiptek, J., & Tangerang Selatan, K. (2022). Implementasi Algoritma Artificial Neural Network Dalam Pembuatan Chatbot Menggunakan Pendekatan Natural Language Processing (Implementation Of Artificial Neural Network Algorithm In Chatbot Development Using Natural Language Processing Approach). Jurnal IPTEK, 6, 14–21.

Chan, F. R., & Maiyana, E. (2023). Perancangan Aplikasi Pengelolaan Toko Berbasis Web. Jurnal Teknologi Dan Sistem Informasi, 4(1), 75–80. http://jim.teknokrat.ac.id/index.php/sisteminformasi/index

Nurkholis. (2013). PENDIDIKAN DALAM UPAYA MEMAJUKAN TEKNOLOGI Oleh: Nurkholis Doktor Ilmu Pendidikan, Alumnus Universitas Negeri Jakarta Dosen Luar Biasa Jurusan Tarbiyah STAIN Purwokerto. Jurnal Kependidikan, 1(1), 24–44.

Nurzahputra, A., & Muslim, M. A. (2016). Analisis Sentimen pada Opini Mahasiswa Menggunakan Natural Language Processing. Seminar Nasional Ilmu Komputer, Snik, 114–118.

Prasetyo, V. R., Benarkah, N., & Chrisintha, V. J. (2021). Implementasi Natural Language Processing Dalam Pembuatan Chatbot Pada Program Information Technology Universitas Surabaya. Teknika, 10(2), 114–121. https://doi.org/10.34148/teknika.v10i2.370

Rumaisa, F., Puspitarani, Y., Rosita, A., Zakiah, A., & Violina, S. (2021). Penerapan Natural Language Processing (NLP) Di Bidang Pendidikan. Jurnal Inovasi Masyarakat, 01(03), 232–235.

Trisiana, A., & Wartoyo, W. (2016). Desain Pengembangan model pembelajaran Pendidikan Kewarganegaraan melalui ADDIE Model untuk Meningkatkan Karakter Mahasiswa di Universitas …. PKn Progresif, 2.

Downloads

Published

2023-10-30

How to Cite

Rinaldi Chan, F., Yanti, R., & Annas, F. (2023). Development of Interactive Artificial Intelligence-Based Learning Media Using Natural Language Processing Methods In the Subject of Informatics. BiCED Proceeding, 1, 140–145. Retrieved from https://proceedings.uinbukittinggi.ac.id/biced/article/view/325