How the ontology is applied in real learning sessions
When a student solves a task, DASANA records more than the final answer. We map each step to an ontology of concepts, prerequisite links, and common error patterns. This allows us to identify what actually caused the difficulty: a missing prior concept, a sequence mistake, or an unstable understanding of the current topic. Based on that diagnosis, the platform selects the next best action for that student, whether that is a focused explanation, a smaller practice set, or a targeted review path. As students continue studying, the model keeps updating this structured view, so recommendations become progressively more accurate and personalized rather than generic.
This workflow is supported together with Partenit, DASANA's technology partner, to keep the knowledge pipeline consistent and reliable in classroom use.