[PDF][PDF] Learning analytics and educational data mining
In recent years, the use of analytics and data mining–methodologies that extract useful and
actionable information from large datasets–has become commonplace in science (ie **g et …
actionable information from large datasets–has become commonplace in science (ie **g et …
Are MOOC forums changing?
There has been a growing trend in higher education towards increased use and adoption of
Massive Open Online Courses (MOOCs). Despite this interest in learning at scale, limited …
Massive Open Online Courses (MOOCs). Despite this interest in learning at scale, limited …
[PDF][PDF] Learning analytics for games
Computer-based educational games can provide engaging designed experiences for
learning (Squire, 2006; Gee, 2003), affording rich performance data situated in a meaningful …
learning (Squire, 2006; Gee, 2003), affording rich performance data situated in a meaningful …
[PDF][PDF] Future instructional design in game-based learning and gamified learning: The construction and incorporation of player typology family tree in the educational …
Games are not merely for entertainment purposes but rather a powerful tool to be used in the
education sector, its use in teaching can be traced back all the way to ancient civilizations …
education sector, its use in teaching can be traced back all the way to ancient civilizations …
The History of Stealth Assessment and a Peek Into Its Future
VJ Shute - Games as Stealth Assessments, 2023 - igi-global.com
Interactions with digital environments can yield huge amounts of electronic data—in terms of
what was done, when, where, and how. What's known today as stealth assessment arose …
what was done, when, where, and how. What's known today as stealth assessment arose …
Iterative Feature Engineering through Text Replays of Model Errors.
Feature engineering, the construction of contextual and relevant features from system log
data, is a crucial component of develo** robust and interpretable models in educational …
data, is a crucial component of develo** robust and interpretable models in educational …
The Future Potential of Combining Educational Data Mining With Stealth Assessment
S Slater, K Bainbridge - Games as Stealth Assessments, 2023 - igi-global.com
As a field, educational data mining (EDM) develops methodologies and practices for
exploring large-scale datasets generated by modern educational technologies, such as …
exploring large-scale datasets generated by modern educational technologies, such as …
An ambient and pervasive personalized learning ecosystem:“smart learning” in the age of the internet of things
Despite recent advances in technology, personalized learning to address diverse needs of
students remains difficult to achieve at scale. With the availability and affordability of smart …
students remains difficult to achieve at scale. With the availability and affordability of smart …
An Architecture for Repeatable, Large-Scale Educational Game Data Analysis: Building on Open Game Data
Given the incredible popularity of video games in contexts from entertainment to education,
and the capacity of internet-connected games to record fine-grained telemetry data, there …
and the capacity of internet-connected games to record fine-grained telemetry data, there …
Bridging two worlds: principled game-based assessment in industry for playful learning at scale
VE Owen, D Hughes - Game-Based Assessment Revisited, 2019 - Springer
In recent years, a large body of research in game-based assessment (GBA) has been rooted
in the application of methodologies like evidence-centered design to digital game-based …
in the application of methodologies like evidence-centered design to digital game-based …