Quantified Student
ICT & Open Learning/Innovation
Client company:Instructure
Max van Hattum
Niek van Dam
Ruben Fricke
Project description
Using machine learning in a digital learning environment to improve the learning experience.
Context
In our kind of education, there is a lot of data that is unused. We use Artificial Intelligence to analyze and process this data to improve the learning experience.
Results
We've created a base LTI application. You can create a word cloud with this application based on the assignments you've submitted throughout the study.
Besides this LTI app, we have also done extended research with proof of concepts. This contains a real-time sentiment analyser, a language proficiency model, and a topic extraction model used in a concept called the expert finder.
About the project group
We are three, fourth-semester, Delta students that have an interest in Artificial Intelligence. We work around 1,5 days per week.
Video
https://streamable.com/x0uzl7