Ever tried conducting interviews for research? It’s incredibly time-consuming, which is why most researchers avoid them in fields like Learning Analytics, where data from hundreds of students is needed.
We built an AI agent that conducts structured interviews at scale. It’s patient, polite, and won’t accept vague answers – it keeps digging until it gets complete responses without annoying people.
The agent assesses self-regulated learning skills, gives immediate feedback and recommendations, and delivers consistent, high-quality data without the usual resource constraints. No more choosing between depth and scale.
This AI agent can be integrated into Discord and Moodle. Next semester, we will evaluate it in the teaching context at the CATALPA living lab, aka Reallabor.
We have presented didactic/methodological as well as technical features of this multi-agent system at the Learning Analytics Workshop at DELFI in Freiberg.
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