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Yoav Bergner

Assistant Professor of Learning/Educ'l Technology (ALT/HMSS)

    20012020

    Research output per year

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    Research Output

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    Chapter (peer-reviewed)
    2012

    Model-based collaborative filtering analysis of student response data: machine-learning item response theory

    Bergner, Y., Droschler, S., Rayyan, S., Seaton, D., Kortemeyer, G. & Pritchard, D., 2012, Proceedings of the 5th International Conference on Educational Data Mining. Yacef, K., Zaiane, O., Hershkovitz, H., Yudelson, M. & Stamper, J. (eds.).

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

    Multidimensional student skills from collaborative filtering

    Bergner, Y., Rayyan, S., Seaton, D. & Pritchard, D., 2012, Proceedings of the 2012 Physics Education Research Conference.

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

    2013

    Adapting Bayesian knowledge tracing to massive open online courses

    Pardos, Z., Bergner, Y., Seaton, D. & Pritchard, D., 2013, Proceedings of the 6th Annual International Conference on Educational Data Mining.

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

    The Impact of Course Structure on eText Use in Large-Lecture Introductory-Physics Courses

    Seaton, D., Bergner, Y., Kortemeyer, G., Rayyan, S., Chuang, I. & Pritchard, D., 2013, Proceedings of the 2013 Physics Education Research Conference. Portland, OR

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

    2014

    Visualization and Confirmatory Clustering of Sequence Data from a Simulation-Based Task

    Bergner, Y., Shu, Z. & von Davier, A., 2014, Proceedings of the 7th Annual International Conference on Educational Data Mining. EDM2014

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

    2015

    Language to Completion: Success in an Educational Data Mining Massive Open Online Class

    Crossley, S., McNamara, D. S., Baker, R., Wang, Y., Paquette, L., Barnes, T. & Bergner, Y., 2015, Proceedings of the 7th Annual Conference on Educational Data Mining. Madrid, Spain, EDM2015

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

    Methodological Challenges in the Analysis of MOOC Data for Exploring the Relationship between Discussion Forum Views and Learning Outcomes

    Bergner, Y., Kerr, D. & Pritchard, D., 2015, Proceedings of the 7th Annual Conference on Educational Data Mining. Madrid, Spain, EDM2015

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

    2017

    Dynamic Bayesian Network Models for Peer Tutor Interactions

    Bergner, Y., Walker, E. & Ogan, A., 2017, (Accepted/In press) Innovative Assessments of Collaboration. von Davier, A., Zhu, M. & Kyllonen, P. (eds.). Springer

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

    Measurement and its Uses in Learning Analytics

    Bergner, Y., 2017, (Accepted/In press) Handbook of Learning Analytics and Educational Data Mining. Lang, C., Gasevic, D., Wise, A. & Siemens, G. (eds.).

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

    Network Models for Teams with Overlapping Membership

    Zhu, M. & Bergner, Y., 2017, (Accepted/In press) Innovative Assessments of Collaboration. von Davier, A., Zhu, M. & Kyllonen, P. (eds.). Springer

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)