Kajian Literatur Pemanfaatan Teknologi Artificial Intelligence untuk Meningkatkan Keterampilan Abad 21 Siswa dalam Pembelajaran Kimia

Nanda Diah Prastika, Dewi Anjarwati, Meisya Adelia Salsabila Awaliah, Dimas Hartandi, Agung Rahmadani, Farah Erika

Abstract


Current technological developments provide many changes, especially in the field of education. The development of technology requires humans to be able to adapt to life in this era. One of them is by utilizing artificial intelligence (AI) in chemistry learning to open the way to a new era in chemistry education. Literature review was carried out using the narrative literature review method to identify the role of AI in chemistry learning in improving 21st century skills. The application of AI in chemistry learning not only has a positive impact on 21st century skills, but also changes the way students interact with chemistry concepts and opens up new opportunities for students to understand chemistry concepts in more depth through enhanced learning media, interactive simulations, and predictions accurate. The application of AI has been widely applied in chemistry learning and has shown positive results in improving 21st century skills.

Keywords


Artificial Intelligence; 21st Century Skills; Chemistry Learning

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References


Akbar, J. S., Dasna, I. W., & Wonorahardjo, S. (2019). The Effect of Guided Inquiry Based Practicum Learning and Prior Knowledge on Learning Outcomes and Science Process Skills of High School Students on Solubility and Solubility Products. Jurnal Pendidikan Sains, 7(3), 80–84.

Ali Elfar, M. A., & Dawood, M. E. T. (2023). Using Artificial Intelligence for Enhancing Human Creativity. Journal of Art, Design and Music, 2(2), 106–120. https://doi.org/10.55554/2785-9649.1017

Amanda, A., Rahayu, A., Mariana, D., Wahyuni, I., & Dwi Romadhoni, R. (2023). Implementasi Artificial Intelligence dalam Pembuatan Media Pembelajaran Berbasis Augmented Reality. SEMINAR NASIONAL FPMIPA 2023 IKIP PGRI Bojonegoro, 240–243.

Andriani, M., Muhali, M., & Dewi, C. A. (2019). Pengembangan Modul Kimia Berbasis Kontekstual Untuk Membangun Pemahaman Konsep Siswa Pada Materi Asam Basa. Hydrogen: Jurnal Kependi

dikan Kimia, 7(1), 25–34. https://doi.org/10.33394/hjkk.v7i1.1653

Ariastika, D. (2022). Penerapan Literasi Digital pada Pembelajaran IPA dalam Menghadapi Kesiapan Pendidikan di Era Society 5.0. FORDETAK: Seminar Nasional Pendidikan: Inovasi Pendidikan di Era Society 5.0, 132–142.

Astini, N. K. S. (2019). Pentingnya Literasi Teknologi Informasi dan Komunikasi Bagi Guru Sekolah Dasar untuk Menyiapkan Generasi Milenial. Prosiding Seminar Nasional Dharma Acarya Ke-1, 113–120.

Aziz, R. A., Fitriyanti, Y., Rohman, F., Islam, U., & Ulama, N. (2023). Tantangan Pendidikan Karakter Islami di Era Digital. Tarbawi: Jurnal Pendidikan Islam, 20(1), 47–62.

Baskoro, G., Mariza, I., & Sutapa, N. (2023). Innovation to Improve Critical Thinking Skills in the Generation Z using Peeragogy as a Learning Approach and Artificial Intelligence (AI) as a Tool. Jurnal Teknik Industri, 25(2), 121–130. https://doi.org/10.9744/jti.25.2.121-130

Baum, Z. J., Yu, X., Ayala, P. Y., Zhao, Y., Watkins, S. P., & Zhou, Q. (2021). Artificial Intelligence in Chemistry: Current Trends and Future Directions. Journal of Chemical Information and Modeling, 61(7), 3197–3212. https://doi.org/10.1021/acs.jcim.1c00619

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.

Butler, K. T., Davies, D. W., Cartwright, H., Isayev, O., & Walsh, A. (2018). Machine Learning for Molecular and Materials Science. Nature, 559(7715), 547–555. https://doi.org/10.1038/s41586-018-0337-2

Cathrin, S., & Wikandaru, R. (2023). The Future of Character Education in the Era of Artificial Intelligence. Humanika, 23(1), 91–100. https://doi.org/10.21831/hum.v23i1.59741

Chiu, W. K. (2021). Pedagogy of Emerging Technologies in Chemical Education During the Era of Digitalization and Artificial Intelligence: a Systematic Review. Education Sciences, 11(11), 1–24. https://doi.org/10.3390/educsci11110709

Daher, W., Diab, H., & Rayan, A. (2023). Artificial Intelligence Generative Tools and Conceptual Knowledge in Problem Solving in Chemistry. Information (Switzerland), 14(7), 1–14. https://doi.org/10.3390/info14070409

Diantama, S. (2023). Pemanfaatan Artificial Intelegent (AI) Dalam Dunia Pendidikan. Dewantech Jurnal Teknologi Pendidikan, 1(1), 8–14. https://doi.org/10.61434/dewantech.v1i1.8

Fauzan, I. (2020). Artificial Intelligence (AI) on the Surveillance and Civil Service Control-an Exploration of Concepts After the End of Pandemic. Civil Service, 14(1), 31–42.

Ghafar, Z. N., Salh, H. F., Abdulrahim, M. A., & Farxha, S. S. (2023). The Role of Artificial Intelligence Technology on English Language Learning: A Literature Review. Canadian Journal of Language and Literature Studies, 3(2), 17–31. https://doi.org/10.53103/cjlls.v3i2.87

Gómez-Bombarelli, R., Wei, J. N., Duvenaud, D., Hernández-Lobato, J. M., Sánchez-Lengeling, B., Sheberla, D., Aguilera-Iparraguirre, J., Hirzel, T. D., Adams, R. P., & Aspuru-Guzik, A. (2018). Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules. ACS Central Science, 4(2), 268–276. https://doi.org/10.1021/acscentsci.7b00572

Gusli, R. A., Zakir, S., & Akhyar, M. (2023). Tantangan Guru Terhadap Perkembangan Teknologi agar Memanfaatkan Artificial Intelligence Dalam Meningkatkan Kemampuan Siswa. Journal of Management in Islamic Education, 4(3), 229–240. https://doi.org/10.32832/idarah.v4i3.15418

Haenlein, M., & Kaplan, A. (2019). A Brief History of Artificial Intelligence: On the Past, Present, and Future of Artificial Intelligence. California Management Review, 61(4), 5–14. https://doi.org/10.1177/0008125619864925

Harianto, A., Suryati, S., & Khery, Y. (2017). Pengembangan Media Pembelajaran Kimia Berbasis Android Untuk Penumbuhan Literasi Sains Siswa Pada Materi Reaksi Redoks Dan Elektrokimia. Hydrogen: Jurnal Kependidikan Kimia, 5(2), 35–47. https://doi.org/10.33394/hjkk.v5i2.1588

Jariati, E., & Yenti, E. (2020). Pengembangan E-Magazine Berbasis Multipel Representasi untuk Pembelajaran Kimia di SMA pada Materi Larutan Elektrolit dan Non Elektrolit. Journal of Natural Science and Integration, 3(2), 138–150. https://doi.org/10.24014/jnsi.v3i2.10131

Junaidi, E., Hakim, A., Hadisaputra, S., Anwar, Y. A. S., & Sofia, B. F. D. (2021). Meningkatkan Motivasi Belajar Kimia Melalui Implementasi Konsep Kimia dalam Bentuk Permainan Sederhana di SMAN 4 Praya. Jurnal Pengabdian Masyarakat Sains Indonesia, 3(2), 121–126. https://doi.org/10.29303/jpmsi.v3i2.134

Kaswar, A. B., Nurjannah, Arsyad, M., Surianto, D. F., & Rosidah. (2023). Membangun Keterampilan Pendidik Melalui Pelatihan Pembuatan Media Pembelajaran Berbasis Artificial Intelligence. Vokatek : Jurnal Pengabdian Masyarakat, 1(3), 293–297. https://doi.org/10.61255/vokatekjpm.v1i3.248

Khoiriah, S. U., Lubis, L. K. L. U., & Anas, D. K. N. (2023). Analisis Perkembangan Sistem Manajemen Pendidikan di Era Society 5.0. Jurnal Ilmu Sosial, Pendidikan dan Humaniora, 2(2), 117–132. https://doi.org/10.56910/jispendiora.v2i2.650

Laliyo, L. A. R., Kau, M., La Kilo, J., & La Kilo, A. (2020). Kemampuan Siswa Memecahkan Masalah Hukum-Hukum Dasar Kimia Melalui Pembelajaran Inkuiri Terbimbing. Ar-Razi Jurnal Ilmiah, 8(1), 1–8. https://doi.org/10.29406/ar-r.v8i1.1875

Mambu, J. G. Z., Pitra, D. H., Rizki, A., Ilmi, M., Nugroho, W., Leuwol, N. V, Muh, A., & Saputra, A. (2023). Pemanfaatan Teknologi Artificial Intelligence (AI) Dalam Menghadapi Tantangan Mengajar Guru di Era Digital. Journal on Education, 6(1), 2689–2698. https://www.jonedu.org/index.php/joe/article/view/3304

Marlin, K., Tantrisna, E., Mardikawati, B., Anggraini, R., Susilawati, E., & Yunus Batusangkar, M. (2023). Manfaat dan Tantangan Penggunaan Artificial Intelligences (AI) Chat GPT Terhadap Proses Pendidikan Etika dan Kompetensi Mahasiswa di Perguruan Tinggi. INNOVATIVE: Journal Of Social Science Research, 3(6), 5192–5201.

Maulana, M. J., Darmawan, C., & Rahmat, R. (2023). Penggunaan ChatGPT Dalam Tinjauan Pendidikan Berdasarkan Perspektif Etika Akademik. Bhineka Tunggal Ika: Kajian Teori Dan Praktik Pendidikan PKn, 10(1), 58–66. https://doi.org/10.36706/jbti.v10i1.21090

Mulianingsih, F., Anwar, K., Shintasiwi, F. A., & Rahma, A. J. (2020). Artificial Intellegence dengan Pembentukan Nilai dan Karakter di Bidang Pendidikan. Ijtimaiya : Journal of Social Science Teaching, 4(2), 148-154. http://dx.doi.org/10.21043/ji.v4i2.8625

Nawi, A. (2019). Penerokaan Awal Terhadap Isu dan Impak Penggunaan Teknologi Kecerdasan Buatan Terhadap Kehidupan Manusia. Asian Journal of Civilizational Studies, 1(4), 24–33.

Oktavianus, A. J. E., Naibaho, L., & Rantung, D. A. (2023). Pemanfaatan Artificial Intelligence pada Pembelajaran dan Asesmen di Era Digitalisasi. Jurnal Kridatama Sains Dan Teknologi, 5(2), 473–486. https://doi.org/10.53863/kst.v5i02.975

Pardamean, B., Suparyanto, T., Anugrahana, A., Anugraheni, I., & Sudigyo, D. (2022). Implementasi Team-Based Learning Dalam Pengembangan Pembelajaran Online Berbasis Artificial Intelligence. Scholaria: Jurnal Pendidikan Dan Kebudayaan, 12(2), 118–126. https://doi.org/10.24246/j.js.2022.v12.i2.p118-126

Putri, V. A., Carissa, K., Sotyawardani, A., & Rafael, R. A. (2023). Peran Artificial Intelligence dalam Proses Pembelajaran Mahasiswa di Universitas Negeri Surabaya. Prosiding Seminar Nasional, 615–630.

Rahadiantino, L. (2022). Implementasi Pembelajaran Artificial Intelligence Bagi Siswa Sekolah Dasar di Kota Batu, Malang, Jawa Timur. Jurnal Inovasi Pendidikan Dan Pembelajaran Sekolah Dasar, 6(1), 308–317. https://doi.org/10.24036/jippsd.v6i1.115857

Rahayu, S., Hadi, K. A., & Wahyudi, Satrio. (2023). Pelatihan Pemanfaatan Artificial Intelligence (AI) Untuk Keefektifan Presentasi yang Menarik dan Komunikatif. Jurnal Pengabdian Magister Pendidikan IPA Original, 6(4), 1268–1271.

Rusmiyanto, R., Huriati, N., Fitriani, N., Tyas, N. K., Rofi’i, A., & Sari, M. N. (2023). The Role Of Artificial Intelligence (AI) In Developing English Language Learner’s Communication Skills. Journal on Education, 6(1), 750–757. https://doi.org/10.31004/joe.v6i1.2990

Sabella, B., Rhomadhona, H., & Arrahimi, A. R., (2023). Pelatihan Pembuatan Game Sederhana Sebagai Media Pembelajaran Untuk Pengajar SMP Berbasis Artificial Intelegence. Jurnal Widya Laksmi, 3(2), 69–76.

Sahnir, N., Jamilah, & Yatim, H. (2023). Pengenalan teknologi artificial intelligence (AI) dalam meningkatkan pengalaman belajar seni di era digitalisasi pendidikan. Seminar Nasional Dies Natalis 62, 245–256. https://doi.org/10.59562/semnasdies.v1i1.811

Segler, M. H. S., & Waller, M. P. (2017). Neural-Symbolic Machine Learning for Retrosynthesis and Reaction Prediction. Chemistry - A European Journal, 23(25), 5966–5971. https://doi.org/10.1002/chem.201605499

Septikasari, R., & Frasandi, R. N. (2018). Keterampilan 4C Abad 21 dalam Pembelajaran Pendidikan Dasar. Jurnal Tarbiyah Al-Awlad, 8(2), 112–122. https://doi.org/10.1016/j.jacc.2020.04.015

Sugiarto, I., Hasnah, S., Annas, A. N., Sundari, S., & Dhaniswara, E. (2023). Inovasi Pembelajaran Berbasis Teknologi Artificial Intelligences (AI) Pada Sekolah Kedinasan Di Era Revolusi Industri 4.0 dan Society 5.0. Journal Of Social Science Research, 3(5), 10546–10555.

Supriadi, S. R. R. P., Haedi, S. U., & Chusni, M. M. (2022). Inovasi Pembelajaran Berbasis Teknologi Artificial Intelligence dalam Pendidikan di Era Industry 4.0 dan Society 5.0. Jurnal Penelitian Sains Dan Pendidikan (JPSP), 2(2), 192–198. https://doi.org/10.23971/jpsp.v2i2.4036

Susdarwono, E. T. (2021). Artificial Intelligence (AI) Drone dalam Pertahanan : Problem dan Kemajuan. Jurnal Ilmiah Intech : Information Technology Journal of UMUS, 3(1), 1–11.

Tarigan, F. N., Hasibuan, S. A., & Nurmayana. (2023). Pengembangan Digital Storytelling Berbasis Artificial Intelligence Untuk Meningkatkan Kemampuan Literasi dan Critical Thinking Mahasiswa. Jurnal Dunia Pendidikan, 4(1), 485–491.

Taruklimbong, E. S. W., & Sihotang, H. (2023). Peluang dan Tantangan Penggunaan AI (Artificial Intelligence) dalam Pembelajaran Kimia. Jurnal Pendidikan Tambusai, 7(3), 26745–26757.

Tedjawiani, I., Sucahyo, N., Usanto, U., & Sopian, A. (2023). Peran Artificial Intelegent Terhadap Peningkatan Kreativitas Siswa dengan Menerapkan Projek Penguatan Profil Pelajar Pancasila. Abdimas Siliwangi, 6(3), 676–686. https://doi.org/10.22460/as.v6i3.18078

Wangi, C. A. S., Sofia, L., Shomad, M. A., Komsatun, S., & Sulistiyowati. (2023). Inovasi Etnomatematika Berbasis Teknologi Artificial Intelligence (AI) Untuk Meningkatkan Kemampuan Pemecahan Masalah Matematis. Seminar Nasional FPMIPA 2023 IKIP PGRI Bojonegoro, 314–318.

Wu, Z., Ramsundar, B., Feinberg, E. N., Gomes, J., Geniesse, C., Pappu, A. S., Leswing, K., & Pande, V. (2018). MoleculeNet: A Benchmark for Molecular Machine Learning. Chemical Science, 9(2), 513–530. https://doi.org/10.1039/c7sc02664a

Wulandari, T. D., Widiyatmoko, A., & Pamelasari, S. D. (2022). Keefektifan Pembelajaran IPA Berbantuan Virtual Reality Untuk Meningkatkan Kemampuan Kognitif Siswa SMP di Abad 21: Review Artikel. Proceeding Seminar Nasional IPA XII, 106–115.




DOI: https://doi.org/10.37905/jjec.v6i1.23644

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