Researchers derived 19 design guidelines for AI-supported adult learning from thematic analysis of real deployments and demonstrated their use via heuristic evaluation and an ideation tool.
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LLM-assisted text-to-model approach generates 23 TMK models from course materials, cutting expert modeling time by 50-70% and supporting scalable procedural skill tutoring.
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Guidelines for Designing AI Technologies to Support Adult Learning
Researchers derived 19 design guidelines for AI-supported adult learning from thematic analysis of real deployments and demonstrated their use via heuristic evaluation and an ideation tool.
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Developing Models of Procedural Skills using an AI-assisted Text-to-Model Approach
LLM-assisted text-to-model approach generates 23 TMK models from course materials, cutting expert modeling time by 50-70% and supporting scalable procedural skill tutoring.