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Use Cases

Adaptive Learning Use Cases

Adaptive Learning Tools

Adaptive Learning Tools

Decoupling Navigation from Course Structure

  • Decoupling Navigation requirements
    • MicroModules
      • tags: discipline, skill or difficulty
      • timescale: recommending no more than 20-30 minutes of material
      • content: summary, video, practical work, self-corrected exercises, guidance, discussion forums, etc.
      • quiz: should always end with an automatically corrected quiz
    • Additional content
      • added along with MicroModules
      • assessments to assess and adapt: chapters, notes, exams, milestones, etc
      • skill recognition and rewards: certificates, badges, percentage of completion, etc.
    • Pathways
      • composition: assembly of MicroModules + Additional content
      • skills matrix: skills metrics associated with each MicroModule
      • milestones: continual evaluation of learner's progress via self-contained evaluations (within MicroModules) or individual assessments (as additional content)
    • MicroModule repository and catalog
  • Knewton's base-level Decoupling Navigation requirements
    • Personalized Next button
    • User identity could be "a data profile that spans multiple adaptive providers, aggregating proficiency, geographical location, profession, and modality preferences"
    • Content identifier should be globally unique
    • Versioning content depending on nature of change

Content Tagging

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  • Flexibility - Abstracting out the taxonomy concept as a separate authorable entity in the platform

  • Versioning - taxonomies change over time
  • Multi-alignment - multiple taxonomies associated with a single course/library
  • Portability - transport across MOOC instances

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  • Product memo with incremental needs based on Credo's work

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  • Learning objective = what student will be able to do by the end of the module

  • Learning objective contains skills (sub-objectives)

  • Skill = discrete concept or knowledge component, actionable for instructors

  • OLI courses have 30-50 learning objectives and 100-1,000 skills

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Resource Tagging (2014) for Open Learning Initiative

  • Tags to associate with course resources in a many-to-many relationship
  • Categories of tags
  • Tags and categories have names and descriptions
  • Tags not in tracking events, but sent with course exports

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  • OLI's learning objectives and skills
  • MIT's Backstage with learning objective graph and relationships
  • Content library filtering
  • Adaptive

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Child pages (Children Display)
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