Predictive Learning Analytics

1. Data Mining

1.1. Extract Data

1.1.1. Data Sources

1.1.1.1. Activity Data

1.1.1.2. Achievement Data

1.1.1.3. Static Data

1.1.2. Student details (enrollment, GPA, demographics, finances, other)

1.2. Programming

1.2.1. Apply Algorithms

2. Stakeholders

2.1. Students

2.2. Administrators

2.3. Teachers

2.4. Advisors

3. Action / Intervention

3.1. Identify Relationships

3.2. Research

3.3. Dashboard / Metrics