I am looking resources for a MSc course of Networked Learning and Educational Applications of AI. One of topics is an introductory approach to Learning Analytic, and found resources, resulted from on line searches don't satisfy my expectations, and I'll be grateful you to share your experiences on this regard.
Article Adaptive learning with e-knowledge systems
Analytics ranges from simple statistical summary (like in Biz Intelligence dashboards) to advanced deep learning models. In general, analytics combines principles of statistics, mathematics and computer science. I would suggest the book - 'Introduction to Artificial Intelligence' by Norvig and Russel. It covers variety of topics (without progamming details) and is an excellent book to gain a high level intuition. Also, towardsdatascience.com is another useful site to follow. This has range of topics (from beginner to master level) covered by various authors.
Dear Rey Segundo Guerrero-Proenza
I am writing to inform you that I read an interesting book about your topic.
It is Johann Ari Larusson, Brandon White (eds.) (2014) Learning Analytics
From Research to Practice published by Springer-Verlag New York.
Summary
Learning Analytics: From Research to Practice updates this emerging field with the latest in theories, findings, strategies, and tools from across education and technological disciplines. Guiding readers through preparation, design, and examples of implementation, this pioneering reference clarifies LA methods as not mere data collection but sophisticated, systems-based analysis with practical applicability inside the classroom and in the larger world.
I hope I have been of some help.
Yours sincerely
Andrija
Hi
Verbert, K., Duval, E., Klerkx, J., Govaerts, S., & Santos, J. L. (2013). Learning analytics dashboard applications. American Behavioral Scientist, 57(10), 1500-1509.
Bidarra, J., & Mamede, H. (2019). Artificial Intelligence and Blockchain in Online Education. The Envisioning Report for Empowering Universities, 27.
Peters, M. A., & Jandrić, P. (2019). Artificial Intelligence, Human Evolution, and the Speed of Learning. In Artificial Intelligence and Inclusive Education (pp. 195-206). Springer, Singapore.
BR
Ingrid
Hello,
Maybe this paper will help you :
https://www.researchgate.net/publication/329268177_Questionner_les_traces_d'activites_en_ligne_pour_mieux_comprendre_l'experience_d'apprentissage_des_etudiants
K.B.
@Brahim Hmedna For some rerason, it is not working for me...
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