Vol 11 No 1 (2019)

Published: 2019-06-24

Editorial Acknowledgment

Andrew M. Olney, Ryan S. Baker, Michel C. Desmarais, Agathe Merceron, Kalina Yacef
Abstract 145 | PDF Downloads 113 | DOI https://doi.org/10.5281/zenodo.3554743
PDF

Page i-iii

Editorial Comment

Challenges for the Future of Educational Data Mining: The Baker Learning Analytics Prizes

Ryan S. Baker
Abstract 779 | PDF Downloads 737 | DOI https://doi.org/10.5281/zenodo.3554745
PDF

Page 1-17

Articles

Using a Latent Class Forest to Identify At-Risk Students in Higher Education

Kevin Pelaez, Richard Levine, Juanjuan Fan, Maureen Guarcello, Mark Laumakis
Abstract 426 | PDF Downloads 347 | DOI https://doi.org/10.5281/zenodo.3554747
PDF

Page 18-46

Statistical Consequences of using Multi-armed Bandits to Conduct Adaptive Educational Experiments

Anna Rafferty, Huiji Ying, Joseph Williams
Abstract 318 | PDF Downloads 204 | DOI https://doi.org/10.5281/zenodo.3554749
PDF

Page 47-79

Analyzing Student Process Data in Game-Based Assessments with Bayesian Knowledge Tracing and Dynamic Bayesian Networks

Ying Cui, Man-Wai Chu, Fu Chen
Abstract 411 | PDF Downloads 380 | DOI https://doi.org/10.5281/zenodo.3554751
PDF

Page 80-100