The Expert Identity Cognition Model (EICM) frames expert cognition as an identity-structured negotiation process in which situational constraints are interpreted through internal tensions to produce stable value structures that guide judgment.
Proceedings of the 31st International Conference on Intelligent User Interfaces , pages=
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Introduces the Expert Cognition Dashboard framework that organizes learner data into multi-level cognitive structures for AI Twin-driven personalized education.
citing papers explorer
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Modelling Expert Cognition Beyond Behaviour: Towards Interpretation, Tension, and Value Structures
The Expert Identity Cognition Model (EICM) frames expert cognition as an identity-structured negotiation process in which situational constraints are interpreted through internal tensions to produce stable value structures that guide judgment.
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Expert Cognition Dashboard: From Learning Analytics to Cognition Intelligence in AI-Driven Education
Introduces the Expert Cognition Dashboard framework that organizes learner data into multi-level cognitive structures for AI Twin-driven personalized education.