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We're trying to automate tutoring. As a college student, I spent a lot of time trying to fill knowledge gaps with textbooks, Google, or other students. Now, w

We're trying to automate tutoring. As a college student, I spent a lot of time trying to fill knowledge gaps with textbooks, Google, or other students. Now, we're trying to provide a streamlined and customized AI Tutor service to help everyone learn faster. It's a lot more technically challenging than we thought. For example, what's the best way to statistically guage a student's knowledge level? How do we recognize when an ngram counts as a new concept? We haven't launched publically yet, but we have a LinkedIn page of you'd like to see when we do. https://www.linkedin.com/company/conceptionary/ https://www.linkedin.com/company/conceptionary/

tdekken 4y ago
Hi ultra_nick, >> trying to automate tutoring. >> what's the best way to statistically guage a student's knowledge level? As you have probably already discovered, there is quite a bit of research in this area :). If anyone else is interested, you can search Google Scholar for "deep knowledge tracing", "bayesian knowledge tracing", "performance factor analysis", "knowledge space theory", "intelligent tutoring systems", and "item response theory". Some intelligent tutoring systems include ALEKS, Squirrel Ai, and Riiid.