Feature Detail

Learning Pattern Insights

Visualize how students think using HeuriSight’s 10-category cognitive framework grounded in Cognitive Task Analysis (CTA). In dashboards, learning patterns are shown as a category profile (10-category distribution) with drill-down evidence.

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Learning Pattern Radar chart

Reveal reasoning styles

Surface how students approach decisions, not just the answers they reach.

Spot gaps early

See underdeveloped cognitive categories before performance declines.

Track growth

Monitor how patterns evolve after instruction and feedback.

How it works

Socratic dialogue elicits authentic reasoning during assessments.
Heuristic extraction captures decision strategies with context.
10-category classification organizes heuristics into a cognitive map.
Category profile summarizes the 10-category distribution for student and cohort views.

Evidence-first interpretation

Each category signal can be traced back to underlying heuristics and student-attributed conversation evidence, preserving transparency and instructional trust.

CTA methodology

Captures decision strategies and the cues students use to solve problems, with traceable evidence.

10 cognitive categories

Maps heuristics into domains like problem-solving, risk assessment, and adaptation.

Descriptive topology summaries (optional)

Graph-metric archetypes (e.g., strategic thinker) are presented as descriptive-only summaries, not ground-truth cognitive style.

Learning Pattern radar visualization

Where you see it

Cohort Health for distribution across the class.
Student 360 for individual pattern profiles.
Learning Pattern radar for at-a-glance interpretation.
Student 360 cognitive profile view

Inside the product

Student 360 surfaces dominant reasoning patterns.
Pattern summaries compare students to cohort baselines.
CTA-aligned cues highlight what strategies are used and when.

Signals and data sources

Socratic dialogue

Assessment conversations reveal reasoning steps and decision cues.

Heuristic graph

Extracted heuristics are categorized and scored for reliability.

Pattern aggregation

Signals roll up to student and cohort pattern summaries.

FAQ

Is this behavior or knowledge?

It focuses on reasoning behaviors: the strategies students use to solve problems.

How is CTA used?

CTA provides the method for capturing decision cues and mapping them to patterns.

How do patterns improve?

Repeated assessments strengthen confidence and reveal growth after instruction.

Outcomes

Targeted coaching based on cognitive gaps.
Curriculum tuning with cohort-level trends.
Evidence-backed insights tied to student reasoning.

Scope & limits

Patterns strengthen with repeated assessments. Sparse dialogue results in lower-confidence insights.

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