Pendampingan Literasi AI Akademik Berbasis NotebookLM bagi Komunitas Pemerhati Publikasi Ilmiah dalam Meningkatkan Produktivitas Penulisan Karya Ilmiah
DOI:
https://doi.org/10.61132/aspirasi.v4i3.2775Keywords:
Academic AI Literacy, Community Service, NotebookLM, Students, Writing Scientific PapersAbstract
The rapid advancement of Artificial Intelligence (AI) has created new opportunities to support academic activities, particularly in scientific writing and literature review. This community service program aimed to improve academic AI literacy through training and mentoring on the use of NotebookLM for members of a scientific publication community consisting primarily of final-year university students. The activity was conducted at Politeknik Negeri Semarang, using a participatory mentoring approach consisting of needs assessment, pretest, interactive training, guided practice, mentoring, and evaluation. Initial evaluation showed that approximately 80% of participants had never used NotebookLM before the training. After the mentoring program, participants successfully utilized NotebookLM to summarize scientific articles, analyze journal content, generate presentation materials, create infographics, and organize literature more efficiently. The activity also increased participants' awareness of ethical AI utilization in academic writing. The program demonstrates that NotebookLM can function as an effective academic AI assistant to improve scientific literacy and writing productivity among university students. This mentoring model may serve as an alternative strategy for strengthening AI literacy in higher education.
Downloads
References
Alisoy, H. (2025). Can NotebookLM support English language learners? A theoretical perspective on AI tools in education. Porta Universorum, 1(6). https://doi.org/10.69760/portuni.0106003
Brown, V., & Saurez, D. (2025). NotebookLM: Revolutionizing learning for students with neurodivert challenges using AI and universal design principles. FDLA Journal.
Chan, C. K. Y., & Hu, W. (2023). Students' voices on generative AI: Perceptions, benefits, and challenges in higher education. International Journal of Educational Technology in Higher Education, 20(1). https://doi.org/10.1186/s41239-023-00411-8
Cruvinel Júnior, L., Héctor Ascama, O., & Marques da Silva, M. (2026). AI ethics in higher education: A review of ethical challenges. Lecture Notes in Computer Science, 15939 (LNCS). https://doi.org/10.1007/978-3-032-01429-0_17
Farias, A., Granda, F., Calero, A., & Oñate, W. (2026). AI technology resources for online education. In Lecture Notes in Networks and Systems (Vol. 1512). https://doi.org/10.1007/978-3-031-97015-3_9
Garcia-Font, M., Dufey-Portilla, N., Durán-Sindreu, F., González Sánchez, J. A., Rodríguez Millán, G., Nagendrababu, V., Dummer, P. M. H., & Abella Sans, F. (2025). Evaluating retrieval-augmented large language models on external cervical resorption: A comparative study of Gemini and NotebookLM. Journal of Endodontics. https://doi.org/10.1016/j.joen.2025.10.016
Giannakos, M., Azevedo, R., Brusilovsky, P., Cukurova, M., Dimitriadis, Y., Hernandez-Leo, D., Järvelä, S., Mavrikis, M., & Rienties, B. (2025). The promise and challenges of generative AI in education. Behaviour & Information Technology, 44(11). https://doi.org/10.1080/0144929X.2024.2394886
Harry, A., & Sayudin, S. (2023). Role of AI in education. Interdisciplinary Journal and Humanity (INJURITY), 2(3). https://doi.org/10.58631/injurity.v2i3.52
Kemhuy, S. (2025). Learning and learning styles according to David Kolb. Educia Journal, 1(1). https://doi.org/10.71435/610397
Kim, J., Lee, H., & Cho, Y. H. (2022). Learning design to support student-AI collaboration: Perspectives of leading teachers for AI in education. Education and Information Technologies, 27(5). https://doi.org/10.1007/s10639-021-10831-6
Lachheb, A., Leung, J., Abramenka-Lachheb, V., & Sankaranarayanan, R. (2025). AI in higher education: A bibliometric analysis, synthesis, and a critique of research. Internet and Higher Education, 67. https://doi.org/10.1016/j.iheduc.2025.101021
Leong, W. Y., & Zhang, J. B. (2025). Ethical design of AI for education and learning systems. ASM Science Journal, 20(1). https://doi.org/10.32802/ASMSCJ.2025.1917
Malik, P., & Behera, S. (2024). The transformative power of experiential learning: Bridging theory and practice. The International Journal of Indian Psychology, 12(2).
McMurtie, B. (2025). Should college graduates be AI literate? The Chronicle of Higher Education.
Nguyen, N. D. (2023). Exploring the role of AI in education. London Journal of Social Sciences, 6. https://doi.org/10.31039/ljss.2023.6.108
Osamor, A., Ifelebuegu, K., Kulume, P., & Cherukut, P. (2023). Chatbots and AI in education (AIEd) tools: The good, the bad, and the ugly. Journal of Applied Learning and Teaching, 6(2). https://doi.org/10.37074/jalt.2023.6.2.29
Oyebola Olusola Ayeni, O., Mohd Al Hamad, N., Nneamaka Chisom, O., Osawaru, B., & Adewusi, O. E. (2024). AI in education: A review of personalized learning and educational technology. GSC Advanced Research and Reviews, 18(2). https://doi.org/10.30574/gscarr.2024.18.2.0062
Rahman, N. A. A., Zulkornain, L. H., Soon, G. Y., Hamzah, N. H., & Chao, C. (2025). NotebookLM integrated project-based learning model development for writing among undergraduates. International Journal of Research and Innovation in Social Science, 9(7). https://doi.org/10.47772/ijriss.2025.907000444
Ramos, R. H., Dala, M. A. dos S., & Gonçalves, B. M. F. (2025). Artificial intelligence in scientific research. RINTERPAP – Revista Interdisciplinar de Pesquisas Aplicadas, 1(2). https://doi.org/10.47682/2675-6552.v1i2.113
Reyna, J. (2025). The potential of Google NotebookLM for teaching and learning. In Proceedings of the ELearn 2025 Conference (AACE).
Shor, R., Greene, E. A., Sumberg, L., & Weingrad, A. B. (2025). AI tools in academia: Evaluating NotebookLM as a tool for conducting literature reviews. Psychiatry. https://doi.org/10.1080/00332747.2025.2541531
Syaharuddin, Mandailina, V., & Abdillah. (2025). Transformasi penulisan ilmiah di era digital: Etika dan teknik penggunaan software AI. Sasambo: Jurnal Abdimas (Journal of Community Service), 7(2).
Vallis, C. (2025). It's not just about text. Pacific Journal of Technology Enhanced Learning, 7(2). https://doi.org/10.24135/pjtel.v7i2.211
Wang, C., Li, Z., & Bonk, C. (2024). Understanding self-directed learning in AI-assisted writing: A mixed methods study of postsecondary learners. Computers and Education: Artificial Intelligence, 6. https://doi.org/10.1016/j.caeai.2024.100247
Wang, S. I. C., & Liu, E. Z. F. (2025). AI tools and POE model in educational technology learning: Exploring participant experiences using thematic analysis. Computers and Education: Artificial Intelligence, 9. https://doi.org/10.1016/j.caeai.2025.100488
Wiese, L. J., Patil, I., Schiff, D. S., & Magana, A. J. (2025). AI ethics education: A systematic literature review. Computers and Education: Artificial Intelligence, 8. https://doi.org/10.1016/j.caeai.2025.100405
Xiaolei, S., & Teng, M. F. (2024). Three-wave cross-lagged model on the correlations between critical thinking skills, self-directed learning competency and AI-assisted writing. Thinking Skills and Creativity, 52. https://doi.org/10.1016/j.tsc.2024.101524
Yeo, M. A., Moorhouse, B. L., & Wan, Y. (2025). From academic text to talk-show: Deepening engagement and understanding with Google NotebookLM. TESL-EJ, 28(4). https://doi.org/10.55593/ej.28112int
Yi, C., Qu, B., & Kwok, L. F. (2026). From higher diploma to master: A smart-tech vertical curriculum framework in cyber technology education. Communications in Computer and Information Science, 2752. https://doi.org/10.1007/978-981-95-4499-8_28
Zarandi, F. M., Martin, M., Wei, S., & Reeping, D. (2026). A scoping review on AI integration in engineering education and its impact on students' critical thinking. https://doi.org/10.1109/FIE63693.2025.11328196
Zhang, K., & Aslan, A. B. (2021). AI technologies for education: Recent research and future directions. Computers and Education: Artificial Intelligence, 2. https://doi.org/10.1016/j.caeai.2021.100025
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 ASPIRASI : Publikasi Hasil Pengabdian dan Kegiatan Masyarakat

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.




