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These slides are available at http://tiny.cc/directedfeedback Overview Personalization Personalization Personalization Through Heterogeneous Treatment Effects Personalization Through Heterogeneous Treatment Effects Personalization Through

  1. These slides are available at http://tiny.cc/directedfeedback

  2. Overview

  3. Personalization

  4. Personalization

  5. Personalization Through Heterogeneous Treatment Effects

  6. Personalization Through Heterogeneous Treatment Effects

  7. Personalization Through Heterogeneous Treatment Effects Pashler, H., McDaniel, M., Rohrer, D., & Bjork, R. (2008). Learning styles: Concepts and evidence. Psychological science in the public interest , 9 (3), 105-119.

  8. Personalization Through Directed Feedback

  9. Personalization Through Directed Feedback

  10. Directed Feedback in ASSISTments

  11. Directed Feedback in ASSISTments

  12. Personalization Through Directed Feedback

  13. Supporting Directed Feedback

  14. Supporting Directed Feedback

  15. Supporting Directed Feedback

  16. Supporting Directed Feedback Kannan, A., Kurach, K., Ravi, S., Kaufmann, T., Tomkins, A., Miklos, B., ... & Ramavajjala, V. (2016, August). Smart reply: Automated response suggestion for email. In Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (pp. 955-964).

  17. QUICK-Comments

  18. QUICK-Comments

  19. QUICK-Comments

  20. QUICK-Comments Development

  21. Developing Automated Scoring Models (Erickson et al. in LAK 2020) Erickson, J. A., Botelho, A. F., McAteer, S., Varatharaj, A., & Heffernan, N. T. (2020, March). The automated grading of student open responses in mathematics. In Proceedings of the Tenth International Conference on Learning Analytics & Knowledge (pp. 615-624).

  22. Developing Automated Scoring Models (Erickson et al. in LAK 2020)

  23. Suggesting Directed Feedback Messages

  24. Suggesting Directed Feedback Messages

  25. Crowdsourcing from Teachers

  26. Crowdsourcing from Teachers

  27. The Future of QUICK-Comments

  28. The Future of QUICK-Comments

  29. Questions?

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