Course Materials
EDUC5183: Adaptive Learning Systems
Spring 2024
Professor Ryan Baker

Week 1

• Debate on Purpose of Interactive Tutoring Systems
• AutoTutor Billy Bass Talking Fish

Week 2

• Lecture video: Knowledge Tracing [slides]

Week 3

• Lecture video: Knowledge Graphs [slides]

Week 4

• Lecture video: Memory Models [slides]

Week 5

• Lecture video: Hints and Feedback [slides]

Week 6

• Lecture video: Student Input Recognition and Classification [slides]

Week 7

• Lecture video 1: Assessing and Tutoring Complex Behavior pt 1 [slides]
• Lecture video 2: Assessing and Tutoring Complex Behavior pt 2 [slides]
• Lecture video 3: Assessing and Tutoring Complex Behavior pt 3 [slides]

Week 8

• Lecture video 1: Self-Regulated Learning and Engagement pt 1 [slides]
• Lecture video 2: Self-Regulated Learning and Engagement pt 2 [slides]
• Lecture video 3: Self-Regulated Learning and Engagement pt 3 [slides]

Week 9

• Lecture video: Dialogue Tutors [slides]

Week 10

• Lecture video: Games and Gamification [slides]

Optional Session

• Lecture video: [slides]