1 citations · 1 across the 2 of their papers we have counts for
3 papers
Open Datasets in Learning Analytics: Trends, Challenges, and Best PRACTICE
Valdemar Švábenský, Brendan Flanagan, Erwin Daniel López Zapata +1
Open datasets play a crucial role in three research domains that intersect data science and education: learning analytics, educational data mining, and artificial intelligence in e…
Fifteen Years of Learning Analytics Research: Topics, Trends, and Challenges
Valdemar Švábenský, Conrad Borchers, Elvin Fortuna +2
The learning analytics (LA) community has recently reached two important milestones: celebrating the 15th LAK conference and updating the 2011 definition of LA to reflect the 15 ye…
Measuring the Impact of Student Gaming Behaviors on Learner Modeling
Qinyi Liu, Lin Li, Valdemar Švábenský +2
The expansion of large-scale online education platforms has made vast amounts of student interaction data available for knowledge tracing (KT). KT models estimate students' concept…