Chatbot Optimization in Education: Improving Learning Experience and Competency Development

Authors

  • Arpan University of Pembangunan Panca Budi
  • Mohammad Yusup University of Pembangunan Panca Budi
  • Aidil Ahmad University of Pembangunan Panca Budi

Keywords:

Chatbot, Learning Experience, Information and Communication Technology

Abstract

This study explores the application of chatbots as an innovative tool in education to enhance the learning experience and development of student competencies. With the advancement of information and communication technology, chatbots have emerged as a potential solution to improve the traditional learning process. This study aims to examine the effectiveness of using chatbots in providing easy and interactive access to learning materials, as well as their impact on student motivation and learning outcomes.

The methodology used includes the development and implementation of a chatbot based on natural language processing (NLP) technology in an educational environment. The research stages include needs analysis, system design, chatbot development, and effectiveness evaluation. Data were collected through student surveys and analysis of chatbot performance in handling questions and providing responses that are in accordance with the subject matter.

The results of the study indicate that the use of chatbots increases student engagement with learning materials, accelerates access to information, and supports independent learning. In addition, chatbots have proven effective in providing instant feedback, which contributes to increased student motivation and understanding. This study also highlights the challenges in integrating chatbots into learning systems and provides recommendations for further optimization. chatbots can serve as effective learning tools by increasing interactivity and flexibility in the educational process. The application of chatbots in education not only facilitates access to materials but also supports the development of student competencies more efficiently. This study recommends the adoption and further development of chatbot technology to improve the quality of education at various levels)

References

Amin. M, “Sistem Cerdas Kontrol Kran Air Menggunakan Mikrokontroler Arduino dan Sensor Ultrasonic,” J. Nas. Inform. Dan Teknol. Jar., vol. 2, 2020.

Arpan, A., & Suheri, S. (2023). Design And Construction Of Academic Systems Sdn 050729 Tanjung Pura Web Based. Prosiding Universitas Dharmawangsa, 3(1), 773-789.

Putri, T. E., & Ramadhan, G. (2024). Penerapan Chatbot sebagai Alat Pembelajaran untuk Pengembangan Pendidikan Karakter. Indonesian Journal of Computer Science and Engineering, 1(01), 32-38.

Yusup, M., & Kurniawan, R. (2024). Understanding the Impact of Chatbot Technology in Learning: Analysis of Utilization at SMA Negeri 5 Binjai. Journal of Information Technology, computer science and Electrical Engineering, 1(1), 49-55.

Jamil, M. W., Andriani, L., Nurkhalishah, S., & Nuraeni, E. The Potency of Using Chatbot in Online Biology Learning.

Laksana, F. S. W., & Fiangga, S. (2022). The development of web-based chatbot as a mathematics learning media on system of linear equations in three variables. MATHEdunesa, 11(1), 145-154.

Dewi, D. A., & Jonathan, J. J. (2022, April). Digital Training in Building Chatbot-Based Online Learning Media: Action Research for Teachers in Semarang City through the" Train the Teachers" Training. In Elementary School Forum (Mimbar Sekolah Dasar) (Vol. 9, No. 1, pp. 188-208). Indonesia University of Education. Jl. Mayor Abdurachman No. 211, Sumedang, Jawa Barat, 45322, Indonesia. Web site: https://ejournal. upi. edu/index. php/mimbar/index.

Nurjanah, E., & Ulfiyani, R. (2023, November). AI-Based Chatbot Application as Learning Media on Writing Text Description Material. In International Conference on Education (pp. 487-501).

Yusup, M. (2023). Analysis of Chatbot Development for learning and Teaching Principles Based on service efficiency: Chatbot Development for learning and Teaching. International Journal Of Computer Sciences and Mathematics Engineering, 2(1), 45-51.

Yusup, M. (2022). Teknologi Radio Frequency Identification (RFID) sebagai tools system pembuka pintu outomatis pada smart house. Jurnal Media Infotama, 18(2), 367-373.

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Published

2024-11-01