… students’ learning performance, which might be helpful for those who … learning analytics
applications for students. Keywords: Learning analytics, Dashboard, Visualization, Learning …

… the basic concepts of student outcomes and student performance, followed by identifying
the research gaps in the literature concerning the prediction of student learning outcomes. …

… -learning also exist [15]. Leading educational institutions are actively introducing learning
analytics … benefits of e-learning and its impact on students' academic performance. For example…

… present a new learning analytics tool, which … learning environment, when modern pedagogical
methods such as computer supported collaborative problem solving and inquiry learning …

… In the past, mostly student performance is predicted by using … important role in student
performance prediction. Intuitively … based on learning analytics for improved student performance …

… Learning Analytics tool and used the tool to determine the causation between LMS usage
and students’ performance. … extracted using developed Learning Analytics tool and subjected …

… The field of Learning Analytics (LA) has many applications in today’s technology and …
Learning Analytics is a multidisciplinary topic for learning purposes that uses machine learning, …

… This study aims to determine indicators that affect students' final performance in an online
learning environment using predictive learning analytics in an ICT course and Turkey context. …

… learning and constructivist approach in this context. This work constitutes a first step in relating
the tools of learning analytics … implemented on other management learning platforms, and …

… For example, [12] found that daily views was a good indicator of student performance and
off-campus activity had higher relationship with performance than in-campus activity. With …