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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

    2020

    Predicting Group Performance Using Process Data in a Collaborative Assessment

    Mohan, K., Bergner, Y. & Halpin, P., Jun 1 2020, In : Technology, Knowledge and Learning. 25, 2, p. 367-388 22 p.

    Research output: Contribution to journalArticle

    2019

    First steps in dance data science: Educational design

    Bergner, Y., Mund, S., Chen, O. & Payne, W., Oct 10 2019, MOCO 2019 - 6th International Conference on Movement and Computing. Association for Computing Machinery, a14. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Investigating help-giving behavior in a cross-platform learning environment

    Ahmed, I., Mawasi, A., Wang, S., Wylie, R., Bergner, Y., Whitehurst, A. & Walker, E., 2019, Artificial Intelligence in Education - 20th International Conference, AIED 2019, Proceedings. Isotani, S., Millán, E., Ogan, A., McLaren, B., Hastings, P. & Luckin, R. (eds.). Springer Verlag, p. 14-25 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11625 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Item Response Models for Multiple Attempts With Incomplete Data

    Bergner, Y., Choi, I. & Castellano, K. E., Jun 1 2019, In : Journal of Educational Measurement. 56, 2, p. 415-436 22 p.

    Research output: Contribution to journalArticle

    Process Data in NAEP: Past, Present, and Future

    Bergner, Y. & von Davier, A. A., Dec 1 2019, In : Journal of Educational and Behavioral Statistics. 44, 6, p. 706-732 27 p.

    Research output: Contribution to journalArticle

    What are the learning and assessment objectives in educational Fab Labs and Makerspaces?

    Bergner, Y., Abramovich, S., Worsley, M. & Chen, O., Mar 9 2019, Proceedings of FabLearn 2019 - 8th Annual Conference on Maker Education: What Role does Maker Education Play in a World with Growing Social and. Association for Computing Machinery, p. 42-49 8 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2018

    Deep making: Curricular modules for transferable content-knowledge and scientific literacy in makerspaces and FabLabs

    Bergner, Y. & Chen, O., Jun 19 2018, IDC 2018 - Proceedings of the 2018 ACM Conference on Interaction Design and Children. Association for Computing Machinery, Inc, p. 551-556 6 p. (IDC 2018 - Proceedings of the 2018 ACM Conference on Interaction Design and Children).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Psychometric Models of Small Group Collaborations

    Halpin, P. F. & Bergner, Y., Dec 1 2018, In : Psychometrika. 83, 4, p. 941-962 22 p.

    Research output: Contribution to journalArticle

    2017

    A focus on methodology in learning analytics: Building a structurally sound bridge discipline

    Bergner, Y., Lang, C. & Gray, G., 2017, In : CEUR Workshop Proceedings. 1915

    Research output: Contribution to journalConference article

    CPSX, a tool for online collaborative problem solving in Open edX

    Bergner, Y., 2017, (Accepted/In press) ETS Research Memorandum.

    Research output: Book/ReportOther report

    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)

    Preface

    Bergner, Y., Lang, C., Gray, G., Teasley, S. & Stamper, J., 2017, In : CEUR Workshop Proceedings. 1915

    Research output: Contribution to journalEditorial

    Workshop on methodology in learning analytics (MLA)

    Bergner, Y., Lang, C. & Gray, G., Mar 13 2017, LAK 2017 Conference Proceedings - 7th International Learning Analytics and Knowledge Conference: Understanding, Informing and Improving Learning with Data. Association for Computing Machinery, p. 500-501 2 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2016

    Agent-based modeling of collaborative problem solving (Research Report No. RR-16-27)

    Bergner, Y., Andrews, J. J., Zhu, M. & Gonzales, J. E., 2016, Princeton, NJ: Educational Testing Service.

    Research output: Book/ReportOther report

    Educational data mining: A MOOC experience

    Baker, R. S., Wang, Y., Paquette, L., Aleven, V., Popescu, O., Sewall, J., Rosé, C., Tomar, G. S., Ferschke, O., Zhang, J., Cennamo, M. J., Ogden, S., Condit, T., Diaz, J., Crossley, S., McNamara, D. S., Comer, D. K., Lynch, C. F., Brown, R., Barnes, T. & 1 others, Bergner, Y., Oct 14 2016, Data Mining And Learning Analytics: Applications in Educational Research. Wiley-Blackwell, p. 55-66 12 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

    Longitudinal engagement, performance, and social connectivity: A MOOC case study using exponential random graph models

    Zhu, M., Bergner, Y., Zhang, Y., Baker, R., Wang, Y. & Paquette, L., Apr 25 2016, LAK 2016 Conference Proceedings, 6th International Learning Analytics and Knowledge Conference - Enhancing Impact: Convergence of Communities for Grounding, Implementation, and Validation. Association for Computing Machinery, p. 223-230 8 p. (ACM International Conference Proceeding Series; vol. 25-29-April-2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    MOOC learner behaviors by country and culture; An exploratory analysis

    Liu, Z., Brown, R., Lynch, C. F., Barnes, T., Baker, R., Bergner, Y. & McNamara, D., Jan 1 2016, p. 127-134. 8 p.

    Research output: Contribution to conferencePaper

    2015

    Communities of performance & communities of preference

    Brown, R., Lynch, C., Wang, Y., Eagle, M., Albert, J., Barnes, T., Baker, R., Bergner, Y. & McNamara, D., 2015, In : CEUR Workshop Proceedings. 1446

    Research output: Contribution to journalConference article

    Estimation of ability from homework items when there are missing and/or multiple attempts

    Bergner, Y., Colvin, K. & Pritchard, D. E., Mar 16 2015, Proceedings of the 5th International Conference on Learning Analytics and Knowledge, LAK 2015. Association for Computing Machinery, p. 118-125 8 p. (ACM International Conference Proceeding Series; vol. 16-20-March-2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    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)

    Student modeling applications, recent developments & toolkits [SMART tutorial]

    González-Brenes, J. P., Yudelson, M., Chang, K. M., Bergner, Y. & Huang, Y., 2015, In : CEUR Workshop Proceedings. 1446

    Research output: Contribution to journalConference article

    2014

    Analyzing the impact of course structure on electronic textbook use in blended introductory physics courses

    Seaton, D. T., Kortemeyer, G., Bergner, Y., Rayyan, S. & Pritchard, D. E., Oct 27 2014, In : American Journal of Physics. 82, 12, p. 1186-1197 12 p.

    Research output: Contribution to journalReview article

    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)

    Who does what in a massive open online course?

    Seaton, D. T., Bergner, Y., Chuang, I., Mitros, P. & Pritchard, D. E., Apr 2014, In : Communications of the ACM. 57, 4, p. 58-65 8 p.

    Research output: Contribution to journalArticle

    2013

    Adapting Bayesian knowledge tracing to a massive open online course in edX

    Pardos, Z. A., Bergner, Y., Seaton, D. T. & Pritchard, D. E., Jan 1 2013, Proceedings of the 6th International Conference on Educational Data Mining, EDM 2013. D'Mello, S. K., Calvo, R. A. & Olney, A. (eds.). International Educational Data Mining Society, (Proceedings of the 6th International Conference on Educational Data Mining, EDM 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    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)

    Exploring the relationship between course structure and etext usage in blended and open online courses

    Seaton, D. T., Bergner, Y. & Pritchard, D. E., Jan 1 2013, Proceedings of the 6th International Conference on Educational Data Mining, EDM 2013. D'Mello, S. K., Calvo, R. A. & Olney, A. (eds.). International Educational Data Mining Society, (Proceedings of the 6th International Conference on Educational Data Mining, EDM 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Multidimensional student skills with collaborative filtering

    Bergner, Y., Rayyan, S., Seaton, D. & Pritchard, D. E., 2013, 2012 Physics Education Research Conference. Rebello, N. S., Engelhardt, P. V. & Churukian, A. D. (eds.). American Institute of Physics Inc., p. 74-77 4 p. (AIP Conference Proceedings; vol. 1513).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    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)

    Towards real-time analytics in MOOCs

    Seaton, D. T., Bergner, Y., Chuang, I., Mitros, P. & Pritchard, D. E., 2013, In : CEUR Workshop Proceedings. 985

    Research output: Contribution to journalConference article

    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)

    2004

    Dressing up the kink

    Bergner, Y. & Bettencourt, L. M. A., Feb 6 2004, In : Physical Review D - Particles, Fields, Gravitation and Cosmology. 69, 4

    Research output: Contribution to journalArticle

    Self-consistent bounce: An improved nucleation rate

    Bergner, Y. & Bettencourt, L. M. A., Feb 23 2004, In : Physical Review D - Particles, Fields, Gravitation and Cosmology. 69, 4

    Research output: Contribution to journalArticle

    2003

    A step beyond the bounce: Bubble dynamics in quantum phase transitions

    Bergner, Y. & Bettencourt, L. M. A., 2003, In : Physical Review D. 68, 2, 025014.

    Research output: Contribution to journalArticle

    2001

    Integrable supersymmetric fluid mechanics from superstrings

    Bergner, Y. & Jackiw, R., Jun 11 2001, In : Physics Letters, Section A: General, Atomic and Solid State Physics. 284, 4-5, p. 146-151 6 p.

    Research output: Contribution to journalArticle