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Table 4 Extended deep learner model taxonomy

From: A possible future for next generation adaptive learning systems

 

Deep learner models

Type

Pedagogic Focus

Cognition

Increase the learner’s knowledge and skill

Meta-Cognition

Increase the learner’s insight into what she understands and can do, and her ability to regulate the learning process

Affect

Improve the learner’s emotional state and overall sense of well-being in their approach to learning

Meta-Affect

Increase the learner’s insight and ability to regulate her feelings as a learner

Motivation

Increase the learner’s desire to learn, including her confidence and willingness to expend effort in learning

Meta-Motivation

Increase the learner’s insight and ability to regulate her motivation

Learning Strategy

Increase the learner’s awareness and skill employing various learning strategies

Meta-Learning Strategy

Increase the learner’s insight and regulation of learning strategies