PELUANG DAN TANTANGAN PENGGUNAAN ARTIFICIAL INTELLIGENCE DALAM PEMBELAJARAN BIOKIMIA
DOI:
https://doi.org/10.51574/hybrid.v2i2.1361Keywords:
Artificial Intelligence, Education, BiochemistryAbstract
Opportunities and Challenges of Using AI (Artificial Intelligence) in Biochemistry Learning aims to describe how artificial intelligence (AI) has been widely applied in education. Artificial intelligence in education (AIEd) opens up new opportunities, potentials and challenges in educational practice. In its short history, AIEd has undergone several paradigmatic shifts, which are characterized into three paradigms in this journal position: AI-directed, the learner as recipient, AI-supported, the learner as collaborator, and AI-empowered, the learner as leader. Within these three paradigms, AI techniques are used to address Biochemistry education and learning problems in various ways. AI is used to represent knowledge models and direct cognitive learning while learners are recipients of AI services in Paradigm One; AI is used to support Biochemistry learning while learners work as collaborators with AI in Paradigm Two; AI is used to empower learning while learners take the role to learn in Paradigm Three. Overall, the development trend of AIEd has evolved to empower learner education and personalization programs, enable learners to reflect on Biochemistry learning and inform AI systems to adapt, and lead to the iterative development of learner-centered, learner-driven Biochemistry learning.
References
Amrizal, V., & Aini, Q. (2013). Kecerdasan Buatan. Jakarta: Halaman Moeka Publishing.
Anggraini, Y., 2023. Resiko dan Tantangan Menghadapi Kemajuan Kecerdasan Buatan, s.l.: GEOTIMES.
Aurelia, P, et al. (2023). Peran Artificial Intelligence dalam Proses Pembelajaran Mahasiswa di Universitas Negeri Surabaya (pp. 615-630). Surabaya.
Bimantoro, T., & Haryanto, H. (2016). Pemodelan perilaku musuh menggunakan Finite State Machine (FSM) pada game pengenalan unsur kimia. Journal of Applied Intelligent System,1(3), 210-219
Chiu, T. K. F. (2021). A holistic approach to Artificial Intelligence (AI) curriculum for K-12 schools. TechTrends, 65, 796–807. https://doi.org/10.1007/s11528-021-00637-1
Cholissodin, I., Sutrisno, S., Soebroto, A. A., Hasanah, U., & Febiola, Y. I. (2020). AI, Machine Learning & Deep Learning. Fakultas Ilmu Komputer, Universitas Brawijaya, Malang.
Cohen, I. G. (2020). Informed Consent and Medical Artificial Intelligence: What to Tell the Patient?https://www.thelancet.com/journals/lanhiv/article/PIIS2352-3018
Costa-Mendes, R., Oliveira, T., Castelli, M., & Cruz-Jesus, F. (2021). A machine learning approximation of the 2015 Portuguese high school student grades: A hybrid approach. Education and Information Technologies, 26(2), 1527–1547. https://doi.org/10.1007/s10639-020-10316-y
El-Bishouty, M. M., & Graf, S. Smart e-course recommender based on learning styles. Computers in Education Journal. 2014. Journal of Computers in Education, 1, 99–111. https://doi.org/10.1007/s40692-014-0003-0
Ghufron, G. (2018, September). Revolusi Industri 4.0: Tantangan, Peluang, dan solusi bagi dunia pendidikan. InSeminar Nasional Dan Diskusi Panel Multidisiplin Hasil Penelitian Dan Pengabdian Kepada Masyarakat 2018(Vol. 1, No. 1).
Gumelar, G. (2023). Catatan Editor: Menavigasi Tantangan dan Menciptakan Peluang, Peran Vital Ilmu Psikologi di Era Kecerdasan Buatan.Jurnal Penelitian dan Pengukuran Psikologi: JPPP,12(1), 1-4.
Gunawan, D., Purba, K. R., & Rostianingsih, S. (2016). Aplikasi Media Pembelajaran Kimia untuk SMA Kelas X. Jurnal Infra,4(2), 92-97
Hadian, T., Pkim, M., & Rahmi, E. (2023).Berteman dengan ChatGPT: Sebuah Transformasi dalam Pendidikan. Edu Publisher.
Mambu, J. G., Pitra, D. H., Ilmi, A. R. M., Nugroho, W., Leuwol, N. V., & Saputra, A. M. A. (2023). Pemanfaatan Teknologi Artificial Intelligence (AI) Dalam Menghadapi Tantangan Mengajar Guru Di Era Digital.Journal On Education,6(1), 2689-2698.
Masrichah, S. (2023). Ancaman Dan Peluang Artificial Intelligence (AI). Khatulistiwa: Jurnal Pendidikan Dan Sosial Humaniora, 3(3), 83-101.
Merentek, T. C., Usoh, E. J., & Lengkong, J. S. J. (2023). Implementasi Kecerdasan Buatan ChatGPT dalam Pembelajaran.Jurnal Pendidikan Tambusai,7(3), 26862-26869
Misnawati, M. (2023, April). ChatGPT: Keuntungan, Risiko, Dan Penggunaan Bijak Dalam Era Kecerdasan Buatan. In Prosiding Seminar Nasional Pendidikan, Bahasa, Sastra, Seni, Dan Budaya (Vol. 2, No. 1, pp. 54-67).
Morgan, F. E., Boudreaux, B., Lohn, A. J., Ashby, M., Curriden, C., Klima, K., Grossman, D., Project Air Force (U.S.). Strategy and Doctrine Program., & Rand Corporation. (2020). Military applications of artificial intelligence


3.png)





