AI-Powered Adaptive Learning Media for ECDIS Training in Indonesian Maritime Education Management (Digital Navigation Pedagogy)
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Ahsan, K., Akbar, S., Kam, B., & Tariq, B. (2021). Digital transformation in maritime education: Challenges and opportunities in developing countries. Maritime Policy & Management, 48(8), 1145-1162. https://doi.org/10.1080/03088839.2021.1914874
Anderson, T., & Shattuck, J. (2012). Design-based research: A decade of progress in education research? Educational Researcher, 41(1), 16-25. https://doi.org/10.3102/0013189X11428813
Bowen, G. A. (2022). Document analysis as a qualitative research method. Qualitative Research Journal, 22(1), 27-40. https://doi.org/10.1108/QRJ-2021-0145
Braun, V., & Clarke, V. (2019). Reflecting on reflexive thematic analysis. Qualitative Research in Sport, Exercise and Health, 11(4), 589-597. https://doi.org/10.1080/2159676X.2019.1628806
Creswell, J. W., & Poth, C. N. (2018). Qualitative inquiry and research design: Choosing among five approaches (4th ed.). Sage Publications.
Dahl, Ø. J., Fenstad, J., & Berg, T. E. (2021). Simulator training of ship navigation officers: A qualitative study of instructional practices. WMU Journal of Maritime Affairs, 20(4), 455-475. https://doi.org/10.1007/s13437-021-00249-0
Dahl, Ø. J., Kongsvik, T., & Fenstad, J. (2022). Maritime simulation-based training: The role of instructor scaffolding and error feedback. Cognition, Technology & Work, 24(3), 487-503. https://doi.org/10.1007/s10111-022-00701-3
Fan, S., Ruan, W., Yang, Z., & Gu, Y. (2021). Digital transformation in maritime education and training: Enhancing ECDIS competence through virtual reality. Ocean Engineering, 239, 109887. https://doi.org/10.1016/j.oceaneng.2021.109887
Fan, S., Yang, Z., Wang, J., & Marsland, J. (2022). Shipping accident analysis in restricted waters: Lesson learned from the Suez Canal blockage in 2021. Ocean Engineering, 266, 113119. https://doi.org/10.1016/j.oceaneng.2022.113119
Hareide, O. S., Ostnes, R., & Vartdal, B. J. (2021). Understanding the relationship between human performance and ship collisions through maritime simulator studies. Safety Science, 144, 105448. https://doi.org/10.1016/j.ssci.2021.105448
Hontvedt, M., & Arnseth, H. C. (2022). Expertise in simulator-based maritime training: Examining the combination of professional and pedagogical competence. Vocations and Learning, 15(2), 289-310. https://doi.org/10.1007/s12186-022-09295-6
Hontvedt, M., Øvergård, K. I., & Bjørkli, C. (2021). Learning leadership at sea: The role of simulator-based training for developing non-technical skills. WMU Journal of Maritime Affairs, 20(1), 65-84. https://doi.org/10.1007/s13437-020-00217-5
Jensen, C. M., & Lützhöft, M. (2022). Identifying the role of shore-based control centres in autonomous shipping operations. Safety Science, 152, 105794. https://doi.org/10.1016/j.ssci.2022.105794
Jensen, C. M., Porathe, T., & Lützhöft, M. (2023). Maritime work in the digital era: Transitions and implications for maritime education and training. Maritime Technology and Research, 5(1), 262017. https://doi.org/10.33175/mtr.2023.262017
Jiang, M., & Lu, J. (2024). Artificial intelligence in maritime education: A systematic review of applications and challenges. Marine Policy, 159, 105940. https://doi.org/10.1016/j.marpol.2023.105940
Jiang, M., Lu, J., Qu, Z., & Yang, Z. (2023). Digital twin technology for maritime training: Development framework and practical implementation. Ocean Engineering, 285, 115364. https://doi.org/10.1016/j.oceaneng.2023.115364
Kim, T. E., Sharma, A., Gausdal, A. H., & Nazir, S. (2022). Maritime education and training 4.0: Challenges and opportunities for the maritime industry. Maritime Economics & Logistics, 24(2), 373-393. https://doi.org/10.1057/s41278-022-00217-8
Li, H., & Wang, H. (2023). Adaptive learning systems in maritime education: Design principles and effectiveness evaluation. International Journal of Emerging Technologies in Learning, 18(5), 123-141. https://doi.org/10.3991/ijet.v18i05.37285
Li, H., Wang, H., & Zhang, J. (2023). Artificial intelligence-powered simulation training for maritime professionals: A systematic review. Simulation Modelling Practice and Theory, 127, 102795. https://doi.org/10.1016/j.simpat.2023.102795
Mallam, S. C., Lundh, M., & MacKinnon, S. N. (2021). Integrating human factors into ship design through participatory design methods. Ocean Engineering, 221, 108542. https://doi.org/10.1016/j.oceaneng.2020.108542
Mallam, S. C., Nazir, S., & Sharma, A. (2022). The human element in future maritime operations: Perceived impact of autonomous shipping. Ergonomics, 65(3), 334-350. https://doi.org/10.1080/00140139.2021.1969476
McKenney, S., & Reeves, T. C. (2019). Conducting educational design research (2nd ed.). Routledge.
Munim, Z. H., Dushenko, M., Jimenez, V. J., Shakil, M. H., & Imset, M. (2021). Big data and artificial intelligence in the maritime industry: A bibliometric review and future research directions. Maritime Policy & Management, 48(5), 577-597. https://doi.org/10.1080/03088839.2020.1788731
Mutlu, Ö., Zorba, Y., & Bilgili, L. (2023). Digital transformation of maritime education: Online learning experiences during COVID-19 pandemic. Maritime Policy & Management, 50(3), 351-370. https://doi.org/10.1080/03088839.2021.2001594
Nazir, S., Øvergård, K. I., & Yang, Z. (2021). Understanding human factors in maritime accidents: Insights from accident investigation reports. Safety Science, 144, 105450. https://doi.org/10.1016/j.ssci.2021.105450
Nazir, S., Sharma, A., & Ernstsen, J. (2022). Situation awareness assessment in maritime navigation: A virtual reality approach. Applied Ergonomics, 105, 103845. https://doi.org/10.1016/j.apergo.2022.103845
Nguyen, T. T., Ngo, A. Q., & Tran, M. K. (2023). Digital transformation in Vietnamese higher education: Challenges and opportunities. International Journal of Educational Development, 98, 102738. https://doi.org/10.1016/j.ijedudev.2023.102738
Pazouki, K., Forbes, N., Norman, R. A., & Woodward, M. D. (2022). Investigation on the impact of human-automation interaction in maritime operations. Ocean Engineering, 243, 110255. https://doi.org/10.1016/j.oceaneng.2021.110255
Pazouki, K., Rennie, S., & Norman, R. A. (2023). Simulator-based training effectiveness in maritime education: A meta-analysis of empirical studies. WMU Journal of Maritime Affairs, 22(1), 89-115. https://doi.org/10.1007/s13437-023-00304-7
Porathe, T., Brodje, A., Lützhöft, M., & Praetorius, G. (2021). Communication between ship and shore in the era of digitalization. WMU Journal of Maritime Affairs, 20(3), 349-365. https://doi.org/10.1007/s13437-021-00238-3
Ramos, M. A., Utne, I. B., & Mosleh, A. (2021). Human-system concurrent task analysis for maritime autonomous surface ship operation and safety. Reliability Engineering & System Safety, 216, 107961. https://doi.org/10.1016/j.ress.2021.107961
Ramos, M. A., Utne, I. B., Vinnem, J. E., & Mosleh, A. (2022). Accounting for human failure in autonomous ship operations. Reliability Engineering & System Safety, 219, 108176. https://doi.org/10.1016/j.ress.2021.108176
Rubin, H. J., & Rubin, I. S. (2012). Qualitative interviewing: The art of hearing data (3rd ed.). Sage Publications.
Sandhåland, H., Oltedal, H. A., & Hystad, S. W. (2021). Distributed situation awareness in complex collaborative systems: A field study of bridge operations on high-speed craft. Journal of Occupational and Organizational Psychology, 94(1), 124-149. https://doi.org/10.1111/joop.12332
Sandhåland, H., Oltedal, H., Hystad, S. W., & Eid, J. (2022). Simulator training in maritime education: Exploring instructor beliefs and practices. International Maritime Health, 73(2), 95-104. https://doi.org/10.5603/IMH.2022.0016
Sellberg, C., Wiig, C. W., & Nazir, S. (2022). Learning non-technical skills in simulator-based maritime training: A qualitative study of bridge resource management. Cognition, Technology & Work, 24(4), 655-669. https://doi.org/10.1007/s10111-022-00712-0
Sharma, A., & Nazir, S. (2022). Evaluating learning effectiveness of simulation training in maritime education: A systematic review. WMU Journal of Maritime Affairs, 21(2), 267-289. https://doi.org/10.1007/s13437-022-00276-4
Sharma, A., Nazir, S., & Ernstsen, J. (2023). Situation awareness information requirements for maritime navigation: A goal directed task analysis updated for autonomous vessels. Safety Science, 158, 105989. https://doi.org/10.1016/j.ssci.2022.105989
Wang, H., Li, H., Osen, O. L., & Styve, A. (2021). Digital twin for maritime training: A framework for simulation-based education. Applied Sciences, 11(23), 11525. https://doi.org/10.3390/app112311525
Wang, H., Xiong, W., Qi, Y., & Aalberg, A. L. (2022). Technological innovation in maritime education and training: Trends, challenges and opportunities. Maritime Policy & Management, 49(8), 1158-1177. https://doi.org/10.1080/03088839.2021.1969710
Zhang, M., Zhang, D., Goerlandt, F., Yan, X., & Kujala, P. (2022). Use of HFACS and fault tree model for collision risk factors analysis of icebreaker assistance in ice-covered waters. Safety Science, 111, 128-143. https://doi.org/10.1016/j.ssci.2018.09.015
Zhou, X. Y., Liu, Z. J., Wang, F. W., Wu, Z. L., & Cui, R. X. (2022). Towards applicable reinforcement learning methods for navigation: A review. Ocean Engineering, 261, 112011. https://doi.org/10.1016/j.oceaneng.2022.112011
Zhou, X. Y., Wu, Z. L., Wang, H., & Li, H. (2023). Intelligent navigation support systems: A systematic review of AI applications in maritime operations. Artificial Intelligence Review, 56(4), 3215-3251. https://doi.org/10.1007/s10462-022-10256-9
DOI: https://doi.org/10.31764/ijeca.v9i1.38275
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