This paper presents a novel approach of using web log data generated by course
management systems (CMS) to help instructors become aware of what is happening in …

There is a huge and growing amount of data that is already captured in the many, diverse
digital tools that support learning. Additionally, learning data is often inaccessible to …

Inspectable student models focus on the idea of letting students and teachers interact with
the representation of the student that the system maintains. Both humans and the system …

This paper describes a survey undertaken to discover students' wishes concerning the
contents, interaction and form of open learner models in intelligent learning environments. It …

This paper presents a novel approach of exploring usage analysis in learning systems by
means of graphical representations. Learning systems collect large amounts of student data …

Jim Greer and his colleagues argued that student modelling is essential to provide adaptive
instruction in tutoring systems and showed that effective modelling is possible, despite being …

The use of visualization techniques in learning is not new. They have been used in maps
and drawings for thousands of years. This chapter analyzes how more novel visualization …

This pilot study reports how to portray open learner models as animal companions in order
to motivate children to learn in the digital classroom environment. To meet two challenges of …

Learning analytic dashboards (LADs) are data visualization systems that use dynamic data
in digital learning environments to provide students, teachers, and administrators with a …

Research in the area of Open Student Models (OSMs) has shown that external
representations of the student model can be used to facilitate educational processes such as …