All Applications of Analytics

By application here what we mean is a general description of a use of AI and analytics in teaching and learning. This we're missing a use case or application? Submit your example here.

Descriptive Analytics

  • Tracking
  • Systems Analysis
  • Institutional Compliance
  • Student Profiles
  • Dashboard
  • Toronto Public Library: New in Mystery
  • Cookies
  • A JSON-based Serialization for Linked Data

    • Diagnostic Analytics

  • Topic Modeling
  • Spam Detection
  • Audio and Video Transcription
  • Security
  • Access Control
  • Spam Detection
  • Plagiarism Detection
  • Proctoring
  • Fakes Detection
  • Supporting Special Needs
  • Sentiment Analysis
  • Opinion Sampling
  • Automated Grading
  • Competencies Assessment
  • Content Summarization
  • Kadenze
  • Kritik
  • Peer Feedback Analysis

    • Predictive Analytics

  • Resource Planning
  • Learning Design
  • User Testing
  • Identify Students At Risk of Failing
  • Academic Advising
  • Precision education
  • Student Recruitment

    • Prescriptive Analytics

  • Learning Recommendations
  • Adaptive Learning
  • Adaptive Group Formation
  • Placement Matching
  • Hiring
  • Pricing
  • Decision Making
  • Walden University's AI-powered Tutor
  • Unity: USPTO’s path from open data to AI

    • Generative Analytics

  • Robotics
  • Chatbots and More
  • AI-Generated Content
  • Autogenerated Animation
  • Coaching
  • Artificial Teachers
  • Content Curation
  • Linked Infrastructure for Networked Cultural Scholarship

    • Deontic Analytics

  • Community Standards
  • Influencing Behaviour
  • Identifying the Bad
  • Amplifying the Good
  • Defining What’s Fair
  • Changing the Law
  • Moderating Discourse
  • Easing Distress
  • Data Archeogram: mapping the datafication of work