[Rasch] The future of education? Call for Papers: AAAI 2021 - Virtual Workshop on AI Education
Mike Linacre
mike at winsteps.com
Fri Oct 30 18:33:15 AEDT 2020
Folks:
This virtual workshop -
https://sites.google.com/view/tipce-2021/call-for-papers - is a place to
exhibit our place in the new world of online education. Workshop topics
particularly relevant to us are:
Knowledge Tracing (Response Prediction & Correctness Prediction)
Question Difficulty Prediction
Score Prediction
The paper submission deadline is November 9, 2020.
This workshop is organized by Riiid! - https://www.riiid.co/en/main -
who claim to "lead the paradigm shift in the education market with AI
technology." They are also sponsoring a response-prediction competition
on Kaggle, which has a training dataset of almost 100 million CAT-style
MCQ responses.
/Here's a speculation: /
My analysis of Riiid!'s Kaggle data indicates that around 400 of their
on-line teach-and-test learning modules corresponds to one year of
school instruction.
There are around 180 days in the school year, and around 5 subject areas
to study. So, a student who does 12 online learning modules every school
day will experience the same amount of instruction in a school year as
in a conventional school.
There are about 6 hours in the school day, so that is 2 modules an hour.
That looks possible to do, but it takes a lot of (self-)discipline to
accomplish.
Is this the future of education?
Mike L.
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