Joint Activity on Learner Performance Prediction using the BookRoll Dataset

Authors

  • Brendan FLANAGANAcademic Center for Computing and Media Studies, Kyoto University, JapanAuthor
  • Weiqin CHENOslo Metropolitan University, NorwayAuthor
  • Hiroaki OGATAAcademic Center for Computing and Media Studies, Kyoto University, JapanAuthor

Abstract

In this paper, we introduce the BookRoll dataset that was provided for analysis in the joint activity on learning performance prediction in the Learning Analytics workshop at ICCE2018. Firstly, we provide a definition of the task, the dataset, how the data was collected, and briefly introduce previous work that has analyzed similar data from the BookRoll system. We also give an overview of the various approaches that were adopted by the participating authors for learner performance prediction using BookRoll reading behavior logs.

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Published

2018-11-26

How to Cite

Joint Activity on Learner Performance Prediction using the BookRoll Dataset. (2018).International Conference on Computers in Education.https://library.apsce.net/index.php/ICCE/article/view/3813