来源  https://openedx.atlassian.net/wiki/spaces/AC/pages/548601946/Adaptive+Learning+Resources

Sample courses

  • ALOSI via LTI: https://www.edx.org/course/essential-statistics-data-analysis-using-microsoft-dat222x-2

Background Reading

General Background

  • Pearson – Decoding Adaptive
  • CogBooks-White-Paper-Types-of-Adaptive-Learning_2016.pdf

MS/Harvard VPAL {#AdaptiveLearningResources-MS/HarvardVPAL}

  • Designing Adaptive Learning and Assessment
  • The Adaptive Experiment : Implementation
  • The Bridge for Adaptivity
  • Analyzing Data from an Adaptive MOOC
  • SCALE® – Student Centered Adaptive Learning Engine
  • ALOSI Labs Website (MS + Harvard collaboration)
  • Harvard VPAL Github Site

Adaptive Learning Working Group

  • Use cases
    • Consolidated use cases
  • Decoupling navigation – requirements
    • Decoupling navigation – base level requirements
  • Content tagging (2016)
  • User tagging
  • Event streaming

Other edX Docs

  • Content Tagging (2017)
  • Content Tagging (2014)
  • Resource Tagging (2014)

Research Papers

  • Personalized messaging and social comparison to drive engagement and completion (not necessarily “Adaptive”)
    • Follow the Successful Crowd: Raising MOOC Completion Rates through Social Comparison at Scale
  • Hint generation algorithms used by TutorGen
    • Toward Automatic Hint Generation for Logic Proof Tutoring Using Historical Student Data
    • Automating the Generation of Production Rules for Intelligent Tutoring Systems

Standards

Tools

  • Semantic GraphQL
  • LTI
    • Python library
    • Django library