Learning Analytics: Fundaments, Applications, and Trends

1. Learning Analytics in Higher Education—A Literature Review
Philipp Leitner, Mohammad Khalil, Martin Ebner

2. Teaching and Learning Analytics to Support Teacher Inquiry: A Systematic Literature Review
Stylianos Sergis, Demetrios G. Sampson

3. A Landscape of Learning Analytics: An Exercise to Highlight the Nature of an Emergent Field
Alejandro Peña-Ayala, Leonor Adriana Cárdenas-Robledo, Humberto Sossa

4. A Review of Recent Advances in Adaptive Assessment
Jill-Jênn Vie, Fabrice Popineau, Éric Bruillard, Yolaine Bourda

5. Data-Driven Personalization of Student Learning Support in Higher Education
Danny Yen-Ting Liu, Kathryn Bartimote-Aufflick, Abelardo Pardo, Adam J. Bridgeman

6. Overcoming the MOOC Data Deluge with Learning Analytic Dashboards
Lorenzo Vigentini, Andrew Clayphan, Xia Zhang, Mahsa Chitsaz

7. A Priori Knowledge in Learning Analytics
Jean Simon

8. Knowledge Discovery from the Programme for International Student Assessment
Mirka Saarela, Tommi Kärkkäinen

9. A Learning Analytics Approach for Job Scheduling on Cloud Servers
Mohammad Samadi Gharajeh

Keywords: Engineering, Computational Intelligence, Educational Technology, Learning & Instruction, Technology and Digital Education