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.
ACM Transactions on Computer-Human Interaction (TOCHI) , volume=
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The paper introduces a foundational framework with definition, architecture, and processes for effective human oversight of AI systems, plus a documentation template and open research challenges.
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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Keeping an Eye on AI: A Framework for Effective Human Oversight of AI Systems
The paper introduces a foundational framework with definition, architecture, and processes for effective human oversight of AI systems, plus a documentation template and open research challenges.
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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.