Learning Analytics and Potential Usage Areas in Education

Authors : Fahri Yilmaz, Hasan Çakir

Pages : 81-89

View : 21 | Download : 8

Publication Date : 2021-07-02

Article Type : Makaleler

Abstract :The purpose of this study is to define learning analytics, to introduce concepts related to learning analytics and to introduce potential study topics related to learning analytics. Today’s education model has changed with evolving social and economic conditions over time. This change in education has created such new situations as individualized learning, determination of student behavior and the use of alternative assessment tools. One of the learning tools that can be used is to learning analytics. Learning analytics is defined as measuring, collecting and reporting data related to learners and learning environments to understand and improve learning and the surrounding environment. The use of learning analytics creates opportunities for individualized learning, to determine the student behaviors associated with success by examining the student behaviors affecting success, it serves as an alternative assessment tool. The main subject of the learning analytics is to obtain meaningful results from the virtual learning environments to improve student outcomes in online learning environments.
Keywords : Learning analytics, Education, Potential usage areas, Learning environment, Online learning