A Case for (Inter) Action: The Role of Log Data in QE

J Scianna, X Liu, S Slater, RS Baker - International Conference on …, 2023 - Springer
Digital tools have the ability to log the fine-grained details of user experiences within and
across the system. These digital experiences can lend valuable contextualization to other …

Open Science and Educational Data Mining: Which Practices Matter Most?

RS Baker, S Hutt, CA Brooks… - Proceedings of the …, 2024 - educationaldatamining.org
Open science has become an important part of contemporary science, and some open
science practices (such as data sharing) have been prominent aspects of Educational Data …

Struggling to Detect Struggle in Students Playing a Science Exploration Game

X Liu, S Slater, JMAL Andres, L Swanson… - … Proceedings of the …, 2023 - dl.acm.org
The real-time detection of when a player is struggling presents an opportunity for game
designers to design timely and meaningful interventions, as well as to provide targeted …

On the irrelevance of machine learning algorithms and the importance of relativity

C Huertas, Q Zhao - 2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
Information explosion has brought us a wide range of data formats and machine learning
keeps in constant evolution to develop mechanisms to extract knowledge from them. Modern …

[PDF][PDF] Personalized Learning in Educational Games Using Stealth Assessment

S Rahimi, V Shute - myweb.fsu.edu
This chapter addresses a widespread issue associated with the “one-size-fits-all” approach
in educational systems, emphasizing the need for personalized learning. Our proposed …