Adaptive Learning WG Use Cases

Owned by Nimisha Asthagiri (Deactivated)
Last updated: Feb 21, 2018
1 min read

2016 Working Group's Use Cases

  1. Based on pre-test, expert receives most useful and engaging content
  2. Competency-based personalization
  3. Learner chooses own pathway1
  4. Self-organized learner groups
  5. Profile-based personalization
  6. Misconception-based personalization
  7. Aggregate learner comparison for efficiency
  8. Survey-based starting point in pathway
  9. Learner creates pathway from Module Repository1
  10. Spaced repetition for long-term retention
  11. Behavior-based personalization (part 2 of Use case #1)

1 Uses cases that apply to LabX

Uses Cases Matrix

Uses cases organized by:

  1. whether the tool needs to statically or dynamically respond to learners interactions.
  2. whether the primary motivation of the use case is efficiency (speed in learning) or effectiveness (quality of learning).

Efficiency (speed)Effectiveness (quality)
Static

1. Pre-test based
3. Choose your own pathway
8. Survey-based
9. Module repository

4. Self-organized groups
5. Profile-based
Dynamic
(i.e., Adaptive)		7. Aggregate learner comparison

2. Competency-based
6. Misconception-based
10. Spaced repetition
11. Behavior-based

Uses Cases Table



Effectiveness (performance)Efficiency
(speed)

Meta-cognitive
(self-awareness)

Engaging
(motivation)		Retention
(long-term)		Tracking
(data)
Static




1. Pre-test based
(tick)(tick)(tick)
(tick)
3. Choose your own pathway
(tick)
(tick)
(tick)
4. Self-organized groups(tick)

(tick)
(tick)
5. Profile-based(tick)



(tick)
8. Survey-based
(tick)(tick)

(tick)
9. Module repository
(tick)
(tick)
(tick)
Dynamic
(i.e., Adaptive)


2. Competency-based(tick)

(tick)
(tick)
6. Misconception-based(tick)
(tick)
(tick)(tick)
7. Aggregate learner comparison
(tick)(tick)(tick)
(tick)
10. Spaced repetition(tick)


(tick)(tick)
11. Behavior-based(tick)(tick)(tick)(tick)
(tick)