Predictive Learning Analytics

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Predictive Learning Analytics by Mind Map: 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