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Research Output 2009 2019

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Conference article in proceeding
2019

Read Between the Lines: An Annotation Tool for Multimodal Data for Learning

Di Mitri, D., Schneider, J., Klemke, R., Specht, M. & Drachsler, H., 4 Mar 2019, Proceedings of the 9th International Conference on Learning Analytics and Knowledge. 1 ed. New York, NY, USA: acm, p. 51-60 10 p. (LAK19).

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

Open Access
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
8 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
3 Downloads (Pure)

Multimodal Challenge: Analytics Beyond User-computer Interaction Data

Di Mitri, D., Schneider, J., Specht, M. & Drachsler, H., Mar 2018, Companion Proceedings of the 8th International Conference on Learning Analytics and Knowledge (LAK'18): Towards User-Centred Learning Analytics. Pardo, A., Bartimote, K., Lynch, G., Buckingham Shum, S., Ferguson, R., Merceron, A. & Ochoa, X. (eds.). Sydney, Australia: SoLAR, p. 364-367 4 p.

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

Open Access
File
Sensors
Application programming interfaces (API)
Data mining
Learning systems
Visualization

Multimodal Learning Hub: A Tool for Capturing Customizable Multimodal Learning Experiences

Schneider, J., Di Mitri, D., Limbu, B. & 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. 45-58 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

Sensors
4 Downloads (Pure)

The Big Five: Addressing Recurrent Multimodal Learning Data Challenges

Di Mitri, D., Schneider, J., Specht, M. & Drachsler, H., Mar 2018, Companion Proceedings of the 8th International Conference on Learning Analytics and Knowledge: Towards User-Centred Learning Analytics. Syndey, Australia: SoLAR, p. 420-424 5 p.

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

Open Access
File
Feedback
Processing

The Learning Analytics Indicator Repository

Biedermann, D., Schneider, J. & 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. 579-582 4 p. (Information Systems and Applications, incl. Internet/Web, and HCI, Vol. 11082).

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

Directed graphs

“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
40 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
56 Downloads (Pure)

Opportunities and challenges in using Learning Analytics in Learning Design

Schmitz, M., Van Limbeek, E., Greller, W., Sloep, P. & Drachsler, H., 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. Lavoué, É., Drachsler, H., Verbert, K., Broisin, J. & Pérez-Sanagustín, M. (eds.). Springer, p. 209-223 (Lecture Notes in Computer Science, Vol. 10474).

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

Open Access
File
Students
26 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
2011

Activity-Based Learner-Models for Learner Monitoring and Recommendations in Moodle

Florian, B., Glahn, C., Drachsler, H., Specht, M. & Fabregat Gesa, R., 2011, Towards Ubiquitous Learning: 6th European Conference of Technology Enhanced Learning, EC-TEL 2011, Palermo, Italy, September 20-23, 2011. Proceedings. Delgado Kloos, C., Gillet, D., Crespo García, R. M., Wild, F. & Wolpers, M. (eds.). Berlin: Springer-Verlag Berlin Heidelberg, Vol. 6964. p. 111-124 14 p.

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

monitoring
competence assessment
learning
model theory
Social Role
2009
5 Downloads (Pure)

A Placement Web-Service for Lifelong Learners

Kalz, M., Drachsler, H., Van der Vegt, W., Van Bruggen, J., Glahn, C. & Koper, R., 2009, Proceedings of I-KNOW '09: 9th international conference on knowledge management and knowledge technologies: Proceedings of I-SEMANTICS '09: 5th international conference on semantic systems. Tochtermann, K. & Maurer, H. (eds.). Graz: Verlag der Technischen Universität Graz, p. 289-298 10 p.

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

Open Access
File
Web services
Semantics