Learning Analytics, Big Data, and Knowledge Evaluation Systems

1. Learning Analytics, Big Data, and Knowledge Evaluation Systems Ravi Budhu CEO & Co-Founder, YourLabs, LLC 04/07/2014

2. 48% Public Schools Failing Adequate Yearly Progress Reports AYP Report: http://www.cep-dc.org/cfcontent_file.cfm?Attachment=Usher%5FReport%5FAYP2010%2D2011%5F110112%2Epdf

3. 35% 8th Graders Proficient in Mathematics http://nces.ed.gov/programs/digest/d13/tables/dt13_222.20.asp

4. http://nces.ed.gov/programs/digest/d13/tables/dt13_226.10.asphttp://nces.ed.gov/programs/digest/d13/tables/dt13_226.10.asp

5. Tackling the Learning Deficit Game-Based Learning Videos and MOOCS Adaptive Technology

7. When in Doubt… “C”

8. Test Taking Mastery vs. Knowledge Mastery

9. Summative vs. Real-Time Assessment

10. Student Teacher

11. ? ? ? ? ?

12. Knowledge Evaluation Systems (KES)&Learning Analytics

13. KES & Learning Analytics • Use real time actionable data and evidence-based approaches to: • Assess academic progress • Predict future outcomes • Spot potential issues in real time

14. Basic Actionable Data • Daily activity • Class goals • Summary statistics • Course management • Progress reports • Recommendations

15. Conceptual Understanding

16. Procedural Understanding

17. Patterns of Student Mistakes

18. Student Teacher

19. Knowledge Evaluation Systems • Real-world scenarios • Conceptual knowledge • Procedural fluency • Critical thinking • Problem solving skills

20. Self-Reflection

21. Meta-Cognition

22. Data Aggregation