Abstract
This position paper provides an overview of the most important practices in the field of Artificial Intelligence (AI) used in educational contexts, with a focus on the main platforms used for teaching (LMS) to support the development of a research work at Eduardo Mondlane University (UEM) in Mozambique. To that end, definitions and descriptions of relevant terms, a brief historical overview of Artificial Intelligence (AI) in education and an overview of the common goals and practices of using computational methods in educational contexts are provided. The state of the art regarding the adaptation and use of Artificial Intelligence is presented and we discuss the potential benefits and the open challenges. The paper also presents the methodology and key steps which will be developed at UEM to achieve the research goals.
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References
Chounta, I.-A.: A review of the state-of-art of the use of machine-learning and artificial intelligence by educational portals and OER repositories. Available: https://www.researchgate.net/publication/329035076 (Nov 2018). Accessed 2020 Maio 4
Kavitha, V., Lohani, R.: A critical study on the use of artificial intelligence, e-Learning technology and tools to enhance the learners experience. Clust. Comput. 22(3), 6985–6989 (2018). https://doi.org/10.1007/s10586-018-2017-2
Vicari, R.M.: Tendências em Inteligência Artificial na Educação no Período de 2017 a 2030. SENAI, Brasilia (2018)
Morrison, C.: Imagining artificial intelligence applications with people with visual disabilities using tactile ideation (2017)
McCarthy, J.: From here to human-level AI. Artif. Intell. 171(18), 1174–1182 (2007)
Lexico: Artificial intelligence: definition of artificial intelligence by Lexico. Available: https://www.lexico.com/en/definition/artificial_intelligence (2020). Accessed 2 May 2020
Russel, S.J., Norvig, P.: Artificial Intelligence: A Modern Approach, 3a Edição Prentice Hall Press, Nova York (2009)
Michalski, R.S., Carbonell, J.G., Mitchell, T.M.: Machine Learning: An Artificial Intelligence Approach. Springer Science and Business Media (2013)
UNESCO: The challenges and opportunities of Artificial Intelligence in education. Available: https://en.unesco.org/news/challenges-and-opportunities-artificial-intelligence-education (2019). Accessed 10 Maio 2020
Nwana, H.S.: Intelligent tutoring systems: an overview. Artif. Intell. Rev. 4(4), 251–277 (1990). https://doi.org/10.1007/BF00168958
Papert, S.: Mindstorms: Children, Computers, and Powerful Ideas. Basic Books Inc, New York (1980)
Duolingo: About Us.. Available: https://www.duolingo.com/info (2022). Accessed 30 May 2022
Aldahwan, N.S., Alsaeed, N.I., Use of artificial intelligent in learning management system (LMS): a systematic literature review. Int. J. Comput. Appl. (2020)
Chen, L., Chen, P., Lin, Z.: Artificial intelligence in education: a review. IEEE Access 8, 75264–75278 (2020)
UEM: Nota histórica. Available: https://www.uem.mz/index.php/sobre-a-uem/historial (2022a). Accessed May 2022
UEM: UEM em números. Available: https://www.uem.mz/index.php/sobre-a-uem/uem-em-numeros (2022b). Accessed May 2022
Brito, C.E., Mondjana, A.M., Santos, L., Khan, M.A.: O Ensino à Distância (EaD) na Universidade Eduardo Mondlane (UEM): situação actual e desafios. Available: https://www.aforges.org/wp-content/uploads/2017/03/C-Brito_A-Mondjana_L-Santos_M-Khan_O-Ensino-a-Distancia-EaD.pdf (2017). Accessed Junho 2020
UEM: Corona Virus UEM. Available: http://www.coronavirus.uem.mz/ (2020c). Accessed Maio 2020
UEM: Plataformas online. Available: https://uem.mz/index.php/e-learning. Accessed Junho 2020
Abou-Zahra, S., Brewer, J.A., Cooper, M.N.: Artificial Intelligence for Web Accessibility – Conformance Evaluation as a Way Forward?. Lyon (2018)
Slade, S., Prinsloo, P.: Learning analytics: ethical issues and dilemmas. Am. Behav. Sci. 57(10), 1510–1529 (2013)
Dresch, A., Lacerda, D.P., Júnior, J.: Design science research: método de pesquisa para avanço da ciência e tecnologia, Bookman Editora (2015)
Kitchenham, B.: Procedures for Performing Systematic Reviews, Joint Technical Report. Keele University, Keele (2004)
VanLehn, K.: The relative effectiveness of human tutoring, intelligent tutoring systems, and other tutoring systems. Educ. Psychol. 46(4), 197–221 (2011)
Maluleque, C.M.: Desafios da avaliação da aprendizagem no ensino superior online na Universidade Eduardo Mondlane: um estudo exploratório. Revista Científica da UEM: Série Ciências da Educação 2(1) (2018)
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Manhiça, R., Santos, A., Cravino, J. (2022). The Impact of Artificial Intelligence on a Learning Management System in a Higher Education Context: A Position Paper. In: Reis, A., Barroso, J., Martins, P., Jimoyiannis, A., Huang, R.YM., Henriques, R. (eds) Technology and Innovation in Learning, Teaching and Education. TECH-EDU 2022. Communications in Computer and Information Science, vol 1720. Springer, Cham. https://doi.org/10.1007/978-3-031-22918-3_36
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DOI: https://doi.org/10.1007/978-3-031-22918-3_36
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