Our Intelligent Tutorial System will utilize educational data mining. The system will primarily teach first year college students to learn basic python in our school. How do we start off? What are the parts that we will be needing in making our Related Literature?
Hi! will you use some existing ITS system (like Knewton, Realizeit, Rhapsode, Yixue or SmartSparrow?) or are you constructing your own? Programming, like math and physics, are considered as a goid choice for applying this kind of adaptive leaning.
And you need textbooks to go along with that? You would perhaps rather need a number of instructional elements / learning objects / open educational resources for that, and organise them in learning tracks with feedback loops. Together with an individual and collective learner model, domain model and pedagogy model. Or do I misunderstand your question?
Dear Dr Jec Lajato, you may try Preprint Intellectual activity, knowledge, information, data... An at...
Best regards, Konstantin M. Golubev
Chapter NLP Techniques in Intelligent Tutoring Systems
I believe that NLP algorithms can help you with this problem and I suggest you to take a look at NLTK library in python programming language.
Hi again! A recent book, available also in a low-cost pdf edition, gives very good orientation and many examples around ITSs and other AI application categories in education. Part 2 of the book is what you need.
Book Artificial Intelligence in Education. Promise and Implicatio...
See attached, a short survey article that looks into the VR part and user interface for AI tutoring systems and intelligent dialogue.
Nkambou R., Bourdeau J., Psyché V. (2010) Building Intelligent Tutoring Systems: An Overview. In: Nkambou R., Bourdeau J., Mizoguchi R. (eds) Advances in Intelligent Tutoring Systems. Studies in Computational Intelligence, vol 308. Springer, Berlin, Heidelberg
Here is the preprint:
Chapter Building Intelligent Tutoring Systems: An Overview
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