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Adaptive Learning Designs

          By Christian Glahn
      Open Universiteit Nederland

       Within the Grapple project

     http://www.grapple-project.org

                                      Slide 1
Adaptive Learning Designs
Adaptation strategies for units of learning (UoL)
• Collection of course concepts
• Collection of resources
• Collection of adaptation rules
• Adaptation model connects adaptation rules and
  course concepts into a strategy




                                                    Slide 2
Adaptive Learning Designs
Adaptation strategies for units of learning (UoL)
• Collection of course concepts
• Collection of resources
• Collection of adaptation rules
• Adaptation model connects adaptation rules and
  course concepts into a strategy




                                                    Slide 3
Book Style




             Slide 4
Book Style

• Resources have a fixed sequence

• The sequence of the resources determines
  the learning path




                                         Slide 5
Hypertext Style




                  Slide 6
Hypertext Style
• Links between resources are part of the
  resources

• The links between the resources determine
  the possible learning path




                                            Slide 7
CONCEPT-BASED
ADAPTATION
                Slide 8
Domain Model Style
            Planet

                                     Star system

                     Planet system




Earth
                              Star

                                             Slide 9
Domain Model Style
• Resources are connected to concepts

• Relations between concepts define the
  relations between the resources
                               Planet


• Concept relations                                       Star system


  determine the                         Planet system


  learning path
                       Earth
                                                   Star



                                                             Slide 10
PROCESS-BASED
ADAPTATION
                Slide 11
Adaptation Model Style
                                 Prerequisite
                                 Example of

           Planet   Planet
                    system




                     Star     Star
Earth
                             system




                                     Slide 12
Adaptation Model Style
• Connects resources or concepts to
  adaptation rules

• Provides the logical structure of a didactic
  approach
                                 Planet   Planet
                                          system



• Each resource can be
  linked to many rules   Earth            Star          Star
                                                       system




                                                   Slide 13
Adaptation Rules
• Patterns for transitions between concepts

• Examples
   – Prerequisite: one concept should be visited
     before other concepts
   – Example of: if a learner
     has problems with              Planet    Planet
                                              system


     an abstract concept,
     show a specialized
     concept                Earth           Star            Star
                                                           system




                                                       Slide 14
Adaptive Learning Designs
         Conclusion
• Any combination of concept- or process-
  based adaptation approaches

• Define the educational logic of an adaptive
  course
   – Through concept relations
   – Through adaptation rules



                                           Slide 15
Learn more about GRAPPLE on
http://www.grapple-project.org/tutorial




                                    Slide 16

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Adaptative Learning Designs

  • 1. Adaptive Learning Designs By Christian Glahn Open Universiteit Nederland Within the Grapple project http://www.grapple-project.org Slide 1
  • 2. Adaptive Learning Designs Adaptation strategies for units of learning (UoL) • Collection of course concepts • Collection of resources • Collection of adaptation rules • Adaptation model connects adaptation rules and course concepts into a strategy Slide 2
  • 3. Adaptive Learning Designs Adaptation strategies for units of learning (UoL) • Collection of course concepts • Collection of resources • Collection of adaptation rules • Adaptation model connects adaptation rules and course concepts into a strategy Slide 3
  • 4. Book Style Slide 4
  • 5. Book Style • Resources have a fixed sequence • The sequence of the resources determines the learning path Slide 5
  • 6. Hypertext Style Slide 6
  • 7. Hypertext Style • Links between resources are part of the resources • The links between the resources determine the possible learning path Slide 7
  • 9. Domain Model Style Planet Star system Planet system Earth Star Slide 9
  • 10. Domain Model Style • Resources are connected to concepts • Relations between concepts define the relations between the resources Planet • Concept relations Star system determine the Planet system learning path Earth Star Slide 10
  • 12. Adaptation Model Style Prerequisite Example of Planet Planet system Star Star Earth system Slide 12
  • 13. Adaptation Model Style • Connects resources or concepts to adaptation rules • Provides the logical structure of a didactic approach Planet Planet system • Each resource can be linked to many rules Earth Star Star system Slide 13
  • 14. Adaptation Rules • Patterns for transitions between concepts • Examples – Prerequisite: one concept should be visited before other concepts – Example of: if a learner has problems with Planet Planet system an abstract concept, show a specialized concept Earth Star Star system Slide 14
  • 15. Adaptive Learning Designs Conclusion • Any combination of concept- or process- based adaptation approaches • Define the educational logic of an adaptive course – Through concept relations – Through adaptation rules Slide 15
  • 16. Learn more about GRAPPLE on http://www.grapple-project.org/tutorial Slide 16