Creators

Knowledge Media Institute

Description

Pilot project based on machine learning for early identification of students at risk of failing. All students at risk of failing have course tutors and student support teams available to them every week for appropriate support.

Evolution

Tech Description

Data analysis

Uses

Identify students at risk of failure.

Reasons

N/A

Managers

Strategies

Pros

Detects students at risk of failure.

Limitations

N/A

Difficulties

Publications

Rienties, B., Cross, S. et Zdrahal, Z., 2017. Implementing a learning analytics intervention and evaluation framework: What works?. In Big data and learning analytics in higher education (pp. 147-166). Springer, Cham.