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Research Output 2016 2018

2018

Investigating the Relationships Between Online Activity, Learning Strategies and Grades to Create Learning Analytics-Supported Learning Designs

Schmitz, M., Scheffel, M., van Limbeek, E., van Halem, N., Cornelisz, I., van Klaveren, C., Bemelmans, R. & Drachsler, H., 14 Aug 2018, Lifelong Technology-Enhanced Learning: 13th European Conference on Technology Enhanced Learning, EC-TEL 2018, Leeds, UK, September 3-5, 2018, Proceedings. Pammer-Schindler, V., Pérez-Sanagustín, M., Drachsler, H., Elferink, R. & Scheffel, M. (eds.). 1 ed. Cham: Springer International Publishing AG, p. 311-325 15 p. (Information Systems and Applications, incl. Internet/Web, and HCI; vol. 11082).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Students
Security of data
Feedback
Planning
5 Downloads (Pure)

License to evaluate: Preparing learning analytics dashboards for educational practice

Jivet, I., Scheffel, M., Specht, M. & Drachsler, H., 1 Mar 2018, Proceedings of the 8th International Conference on Learning Analytics and Knowledge : (LAK '18). New York: Association for Computing Machinery (ACM), p. 32-40

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access
File
Visualization

Multimodal Analytics for Real-Time Feedback in Co-located Collaboration

Praharaj, S., Scheffel, M., Drachsler, H. & Specht, M., 2018, Lifelong Technology-Enhanced Learning: EC-TEL 2018, Lecture notes in Computer Science. Pammer-Schindler, V., Pérez-Sanagustín, M., Drachsler, H., Elferink, R. & Scheffel, M. (eds.). Cham: Springer, Vol. 11082. p. 187-201 15 p. (Lifelong Technology-Enhanced Learning; vol. 11082).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Preface

Drachsler, H. J., Pammer-Schindler, V., Pérez-Sanagustín, M., Elferink, R., Scheffel, M., Glahn, C. & Fominykh, M., 2018, Lifelong Technology-Enhanced Learning: 13th European Conference on Technology Enhanced Learning, EC-TEL 2018, Leeds, UK, September 3-5, 2018, Proceedings. Pammer-Schindler, V., Pérez-Sanagustín, M., Drachsler, H., Elferink, R. & Scheffel, M. (eds.). 1 ed. Cham: Springer International Publishing AG, p. v-vii 3 p. (Information Systems and Applications, incl. Internet/Web, and HCI; vol. 11082).

Research output: Chapter in Book/Report/Conference proceedingForeword/postscriptAcademic

Open Access

The SHEILA Framework: Informing Institutional Strategies and Policy Processes of Learning Analytics

Tsai, Y-S., Moreno-Marcos, P. M., Jivet, I., Scheffel, M., Tammets, K., Kollom, K. & Gasevic, D., 11 Dec 2018, In : Journal of Learning Analytics. 5, 3, p. 5-20 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Education
Strategic planning
Managers

Towards a Cloud-Based Big Data Infrastructure for Higher Education Institutions

Ternier, S., Scheffel, M. & Drachsler, H., 4 Nov 2018, Frontiers of Cyberlearning: Emerging Technologies for Teaching and Learning. Spector, J. M., Kumar, V., Essa, A., Huang, Y-M., Koper, R., Tortorella, R. A. W., Chang, T-W., Li, Y. & Zhang, Z. (eds.). Singapore: Springer Singapore, p. 177-194 18 p. (Lecture Notes in Educational Technology).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Education
Ecosystems
Specifications
Big data

“Make It Personal!”: Gathering Input from Stakeholders for a Learning Analytics-Supported Learning Design Tool

Schmitz, M., Scheffel, M., van Limbeek, E., Bemelmans, R. & Drachsler, H., 14 Aug 2018, Lifelong Technology-Enhanced Learning: 13th European Conference on Technology Enhanced Learning, EC-TEL 2018, Leeds, UK, September 3-5, 2018, Proceedings. Pammer-Schindler, V., Pérez-Sanagustín, M., Drachsler, H., Elferink, R. & Scheffel, M. (eds.). 1 ed. Cham: Springer International Publishing AG, p. 297-310 14 p. (Information Systems and Applications, incl. Internet/Web, and HCI; vol. 11082).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Students
Feedback
2017
23 Downloads (Pure)

Awareness is not enough. Pitfalls of learning analytics dashboards in the educational practice

Jivet, I., Scheffel, M., Drachsler, H. & Specht, M., 1 Sep 2017, Data Driven Approaches in Digital Education: 12th European Conference on Technology Enhanced Learning, EC-TEL 2017, Tallinn, Estonia, September 12–15, 2017, Proceedings. É. L., H. D., K. V., J. B. & M. P-S. (eds.). Cham: Springer International Publishing AG, (Lecture Notes in Computer Science (LNCS); vol. 10474).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access
File
educational practice
learning
science
learning process
learning environment
14 Downloads (Pure)

The Proof of the Pudding: Examining Validity and Reliability of the Evaluation Framework for Learning Analytics

Scheffel, M., Drachsler, H., Toisoul, C., Ternier, S. & Specht, M., 1 Sep 2017, Data Driven Approaches in Digital Education: Proceedings of 12th European Conference on Technology Enhanced Learning EC-TEL 2017. Lavoué, É., Drachsler, H., Verbert, K., Broisin, J. & Pérez-Sanagustín, M. (eds.). Springer, p. 194-208 (Lecture Notes in Computer Science; vol. 10474).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access
File
Reliability analysis
Principal component analysis
18 Downloads (Pure)

Widget, Widget on the Wall, Am I Performing Well at All?

Scheffel, M., Drachsler, H., de Kraker, J., Kreijns, K., Slootmaker, A. & Specht, M., 2017, In : IEEE Transactions on Learning Technologies. 10, 1, p. 42-52 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Students
learning environment
tutor
student
EVS
2016

Analyzing the Impact of Using Optional Activities in Self-Regulated Learning

Ruiperez-Valiente, J. A., Muñoz-Merino, P. J., Delgado Kloos, C., Niemann, K., Scheffel, M. & Wolpers, M., 19 Jan 2016, In : IEEE Transactions on Learning Technologies. 9, 3, p. 231-243

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Students
learning
student
learning environment
functionality
1 Downloads (Pure)

Guest Editorial: Ethics and Privacy in Learning Analytics

Ferguson, R., Hoel, T., Scheffel, M. & Drachsler, H., 2016, In : Journal of Learning Analytics. 3, 1, p. 5-15

Research output: Contribution to journalEditorialAcademicpeer-review

Open Access
File
Data privacy