Knowledge tracing is a popular and successful approach to modeling student learning. In this paper we investigate whether the addition of neuroimaging observations to a knowledge tracing model enables accurate prediction of memory performance in held-out data. We propose a Hidden Markov Model of memory acquisition related to Bayesian Knowledge…

This article proposes a theoretical foundation and practical strategies for incorporating pedagogical songs and corresponding gestures into the language classroom. Music and movement are connected to verbal memory, which is a key component of language learning. Music and language are processed in the same areas of the brain, and recent empirical…

With the ever-increasing number of available language technology products, there is also a need to evaluate them objectively. Unsubstantiated beliefs about what language technology can and cannot do inside or outside the language classroom often influence decisions about the choice of language technology to be used. The declarative/procedural…

Understandings from the field of social neuroscience can help educators cultivate collaborative students who get excited about learning from one another. To facilitate a collaborative atmosphere, educators first need to be able to show concern for their students beyond the subject matter. They also can help students understand how being social…