Research Program Educational research on activating (online) education (ERA)

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  • 2017

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

    Jivet, I., Scheffel, M., Drachsler, H. & Specht, M., 1 Sept 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).

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  • Design Patterns for Augmented Reality Learning Games

    Emmerich, F., Klemke, R. & Hummes, T., 1 Dec 2017, Games and Learning Alliance: 6th International Conference, GALA 2017, Lisbon, Portugal, December 5–7, 2017, Proceedings. J. D., P. A. S. & R. C. V. (eds.). Cham: Springer, Vol. 10653. p. 161-172 (Lecture Notes in Computer Science).

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  • Digital Learning Projection. Learning performance estimation from multimodal learning experiences

    Di Mitri, D., 1 Jul 2017, Artificial Intelligence in Education: 18th International Conference, AIED 2017, Wuhan, China, June 28 – July 1, 2017, Proceedings. André, E., Baker, R., Hu, X., Rodrigo, M. M. T. & du Boulay, B. (eds.). Springer, p. 609–612 4 p. (Lecture Notes in Computer Science, Vol. 10331).

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  • DojoAnalytics: A Learning Analytics interoperable component for DojoIBL

    Suarez Fernandez, A., Ternier, S., Helbig, R. & Specht, M., 30 Oct 2017, Proceedings of the 16th World Conference on Mobile and Contextual Learning - mLearn 2017: Larnaca, Cyprus — October 30 - November 01, 2017 . F. L., G. P. & N. S. (eds.). ACM Digital Library, p. 1-8

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  • DojoIBL: Online Inquiry-based Learning

    Suarez, A., Ternier, S. & Specht, M., 19 Sept 2017, Advances in Web-Based Learning – ICWL 2017. : 16th International Conference, Cape Town, South Africa, September 20-22, 2017, Proceedings. Xie, H., Popescu, E., Hancke, G. & Fernández Manjón, B. (eds.). Springer, Vol. 10473. p. 3-12 (Lecture Notes in Computer Science, Vol. 10473).

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  • Do You Know What Your Nonverbal Behavior Communicates? Studying a Self-reflection Module for the Presentation Trainer.

    Börner, D., Van Rosmalen, P., Specht, M., Schneider Barnes, J., Beck, D. (ed.), Allison, C. (ed.), Morgado, L. (ed.), Pirker, J. (ed.), Khosmood, F. (ed.), Richter, J. (ed.) & Gütl, C. (ed.), 1 Jun 2017, Immersive Learning Research Network: Third International Conference, iLRN 2017, Coimbra, Portugal, June 26–29, 2017. Proceedings. Cham: Springer, Vol. 725. p. 93-106 (Communications in Computer and Information Science, Vol. 725).

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  • Efficient Software Assets for Fostering Learning in Applied Games

    Maurer, M., Nussbaumer, A., van der Vegt, G. W., Nadolski, R., Nyamsuren, E. & Albert, D., 2017, Immersive Learning Research Network: Third International Conference, iLRN 2017, Coimbra, Portugal, June 26–29, 2017. Proceedings. Beck, D., Allison, C., Morgado, L., Pirker, J., Khosmood, F., Richter, J. & Guetl, C. (eds.). 1 ed. Springer International Publishing AG, p. 170-182 (Communications in Computer and Information Science).

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

  • Fostering Interdisciplinary Knowledge Construction in Computer-Assisted Collaborative Concept Mapping

    De Weerd, J., Tan, E. & Stoyanov, S., 5 Sept 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. D. M. P. S. (eds.). Cham: Springer, Vol. 10474. p. 391-396 (Lecture Notes in Computer Science, Vol. 10474).

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  • Gamification in MOOCs to enhance users' goal achievement

    Antonaci, A., Klemke, R., Stracke, C. M. & Specht, M., 2017, Proceedings of 2017 IEEE Global Engineering Education Conference (EDUCON2016): „Challenging the Transition from the Classic to the Emerging in Engineering Education“. IEEE, p. 1654-1662 9 p. 16946671

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  • Gamification to Empower Information Security Education

    Antonaci, A., Klemke, R., Stracke, C. M., Specht, M., Spatafora, M. & Stefanova, K., 14 Jun 2017, Proceedings of the 1st International GamiFIN Conference. Tuomi, P. & Perttula, A. (eds.). Vol. 1857. p. 32-38 (CEUR Workshop Proceedings (CEUR-WS.org)).

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  • gMOOCs – Flow and Persuasion to Gamify MOOCs

    Antonaci, A., Peter, D., Klemke, R., Bruysten, T., Stracke, C. M. & Specht, M., 1 Nov 2017, Games and Learning Alliance: 6th International Conference, GALA 2017, Lisbon, Portugal, December 5–7, 2017, Proceedings. Dias, J., Santos, P. A. & Veltkamp, R. C. (eds.). Springer, p. 126–136 (Lecture Notes in Computer Science, Vol. 10653).

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  • Identifying game elements suitable for MOOCs

    Antonaci, A., Klemke, R., Stracke, C. M. & Specht, M., Sept 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. 355-360 (Lecture Notes in Computer Science (LNCS) series, Vol. 10474).

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  • Learning pulse: a machine learning approach for predicting performance in self-regulated learning using multimodal data

    Di Mitri, D., Scheffel, M., Drachsler, H., Börner, D., Ternier, S. & Specht, M., 13 Mar 2017, LAK '17: Proceedings of the Seventh International Learning Analytics & Knowledge Conference. New York: Association for Computing Machinery (ACM), p. 188-197 10 p. (ACM International Conference Proceeding Series).

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

  • Learning to learn: Beyond 2020

    Tan, E., Stracke, C., Prokopowicz, M., Kővári, E., Kigyós, T., Csizmadia, T., Kronika, K., Fehérvölgyi, B. & Erdős, K., 1 Jun 2017, Smart Universities: Education's Digital Future: Official Proceedings of the International WLS and LINQ Conference held in Kristiansand, Norway, on 7th to 9th June 2017. Stracke, M. C., Tveiten, O. & Shanks, M. (eds.). Logos Verlag Berlin GmbH, p. 13-20

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  • Opportunities and challenges in using Learning Analytics in Learning Design

    Schmitz, M., Van Limbeek, E., Greller, W., Sloep, P. & Drachsler, H., 1 Sept 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).

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  • ReaderBench Learns Dutch: Building a Comprehensive Automated Essay Scoring System for Dutch Language

    Dascalu, M., Westera, W., Ruseti, S., Trausan-Matu, S. & Kurvers, H. J., 2017, Artificial Intelligence in Education: 18th International Conference, AIED 2017, Wuhan, China, June 28 – July 1, 2017, Proceedings. André, E., Baker, R., Hu, X., T. Rodrigo, M. M. & du Boulay, B. (eds.). 1 ed. Springer International Publishing AG, p. 52-63 5. (Lecture Notes in Artificial Intelligence (subseries), Vol. 10331).

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

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  • Smart Universities: Education's Digital Future

    Stracke, C. M., Shanks, M. & Tveiten, O., 2017, Smart Universities: Education's Digital Future: Official Proceedings of the International WLS and LINQ Conference 2017. Berlin: Logos Verlag Berlin GmbH, p. 7-10 4 p.

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  • Technology Acceptance of Augmented Reality and Wearable Technologies

    Wild, F., Klemke, R., Lefrere, P., Fominykh, M. & Kuula, T., 2017, Immersive Learning Research Network: Third International Conference, iLRN 2017, Coimbra, Portugal, June 26–29, 2017. Proceedings. D. B., C. A., L. M., J. P., F. K., J. R. & C. G. (eds.). Cham: Springer, p. 129-141 (Communications in Computer and Information Science, Vol. 725).

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  • The Dilemmas of Formulating Theory-Informed Design Guidelines for a Video Enhanced Rubric for the Formative Assessment of Complex Skills

    Ackermans, K., Rusman, E., Brand-Gruwel, S. & Specht, M., 5 Dec 2017, Technology Enhanced Assessment: 20th International Conference, TEA 2017, Barcelona, Spain, October 5–6, 2017, Revised Selected Papers. Ras, E. & Ana, E. G. R. (eds.). Cham, Switserland: Springer, Vol. 654. p. 123-136 (Communications in Computer and Information Science, Vol. 829).

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  • The First Envisioning Report of EMPOWERING Universities in the Uptake of New Modes of Teaching. The Envisioning Report for Empowering Universities: Innovative Practices in e-Assessment: The TeSLA Project

    Kocdar, S. & Dirkx, K., 26 Apr 2017, EADTU-EU Summit 2017. Ubachs, G. (ed.). p. 39-40 2 p.

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  • 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 Sept 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).

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  • The Quality of MOOCs: How to Improve the Design of Open Education and Online Courses for Learners?

    Stracke, C. M., 8 Jun 2017, Learning and Collaboration Technologies: Novel Learning Ecosystems. Zaphiris, P. & Loannou, A. (eds.). Springer, p. 285-293 9 p. (Lecture Notes in Computer Science, Vol. 10295). (Information Systems and Applications, incl. Internet/Web, and HCI, Vol. 10295).

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  • The quality of open online education: Towards a reference framework for MOOCs

    Stracke, C. M., Kameas, A., Vassiliadis, B., Sgouropoulou, C., Teixeira, A. M., Pinto, M. D. C. & Vidal, G., 2017, 2017 IEEE Global Engineering Education Conference. IEEE, p. 1713-1716 4 p.

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

  • To change or not to change? That's the question... On MOOC-success, Barriers and their Implications

    Henderikx, M., Kreijns, K. & Kalz, M., 1 May 2017, Digital education: Out to the world and back to the campus: 5th European MOOCs Stakeholders Summit, EMOOCs 2017, Madrid, Spain, May 22-26, 2017 Proceedings. Delgado Kloos, C., Jermann, P., Pérez-Sanagustín, M., Seaton, D. T. & White, S. (eds.). Springer, p. 210-216 7 p. (Lecture Notes in Computer Science (LNCS), Vol. 10254).

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  • Towards Implementing Gamification in MOOCs

    Antonaci, A., Klemke, R., Stracke, C. M. & Specht, M., 1 Nov 2017, Games and Learning Alliance: 6th International Conference, GALA 2017, Lisbon, Portugal, December 5–7, 2017, Proceedings. Dias, J., Santos, P. A. & Veltkamp, R. C. (eds.). Springer, p. 115–125 (Lecture Notes in Computer Science, Vol. 10653).

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  • Towards ‘MOOCs with a Purpose’: Crowdsourcing and analysing scalable design solutions with MOOC learners

    Van Rosmalen, P., Kasch, J., Kalz, M., Firssova, O. & Brouns, F., 1 Sept 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 International Publishing AG, p. 486-491 (Lecture Notes in Computer Science, Vol. 10474).

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  • Why We Need High Drop-Out Rates in MOOCs: New Evaluation and Personalization Strategies for the Quality of Open Education

    Stracke, C. M., Jul 2017, 2017 IEEE 17th International Conference on Advanced Learning Technologies: ICALT. IEEE, p. 13-15 3 p.

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

  • Widget, widget as you lead, I am performing well indeed! Using results from an exploratory offline study to inform an empirical online study about a learning analytics widget in a collaborative learning environment

    Scheffel, M., Drachsler, H., Kreijns, K., de Kraker, J. & Specht, M., 13 Mar 2017, LAK '17: Proceedings of the Seventh International Learning Analytics & Knowledge Conference. New York: Association for Computing Machinery (ACM), p. 289-298 10 p.

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  • 2016

    A Value Model for MOOCs

    Mor, Y., Kalz, M. & Castaño-Muñoz, J., 7 Sept 2016, Adaptive and Adaptable Learning: 11th European Conference on Technology Enhanced Learning, EC-TEL 2016, Lyon, France, September 13-16, 2016, Proceedings. Verbert, K., Sharples, M. & Klobučar, T. (eds.). Springer, p. 618-621 4 p. (Lecture Notes in Computer Science, Vol. 9891).

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

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  • Designing for Open Learning: Design principles and scalability affordances in practice

    Firssova, O., Brouns, F. & Kalz, M., 25 Apr 2016, Proceedings of the Third (2016) ACM Conference on Learning @ Scale. Association for Computing Machinery (ACM), p. 249-252 4 p.

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

  • Dimensions of social learning in teacher education: an exemplary case study

    Van den Beemt, A. & Vrieling, E., 2016, Proceedings of the Tenth International Conference on Networked Learning 2016: Looking back - moving forward. Cranmer, S. J., Bonderup-Dohn, N., De Laat, M., Ryberg, T. & Sime, J-A. (eds.). Lancaster: Lancaster University, 8 p.

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

  • Dutch Cooking with xAPI Recipes: The Good, the Bad, and the Consistent

    Berg, A., Scheffel, M., Drachsler, H., Ternier, S. & Specht, M., 2016, The 16th IEEE International Conference on Advanced Learning Technologies (ICALT 2016): Advanced Technologies for Supporting Open Access to Formal and Informal Learning. Spector, J. M., Tsai, C. C., Sampson, D., Kinshuk, Huang, R., Chen, N-S. & Resta, P. (eds.). Conference Publishing Services, p. 234-236 3 p.

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

  • Enhancing Public Speaking Skills - An Evaluation of the Presentation Trainer in the Wild

    Schneider, J., Börner, D., Van Rosmalen, P. & Specht, M., 7 Sept 2016, Adaptive and Adaptable Learning: 11th European Conference on Technology Enhanced Learning, EC-TEL2016. Verbert, K., Sharples, M. & Klobučar, T. (eds.). Cham, Switzerland: Springer International Publishing AG, Vol. 9891. p. 263-276 14 p. (Lecture Notes in Computer Science).

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

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  • Ethical and Privacy Issues in the Design of Learning Analytics Applications

    Drachsler, H., Hoel, T., Cooper, A., Kismihok, G., Berg, A., Scheffel, M., Chen, W. & Ferguson, R., 25 Apr 2016, Proceedings of the Sixth International Conference on Learning Analytics and Knowledge. Association for Computing Machinery (ACM), p. 492-493 2 p.

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

  • Investigating collaborative learning success with physiological coupling indices based on electrodermal activity

    Pijeira-díaz, H., Drachsler, H., Järvelä, S. & Kirschner, P. A., 25 Apr 2016, Proceedings of the Sixth International Conference on Learning Analytics and Knowledge. New York, USA: Association for Computing Machinery (ACM), p. 64-73 10 p. (ACM International Conference Proceeding Series).

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

  • Mini Games for Professional Awareness in Introductory Psychology

    Hummel, H., Nadolski, R., Eshuis, J. & Slootmaker, A., 2016, Proceedings of 10th European Conference on Game-Based Learning (ECGBL2016). Connolly, T. & Boyle, L. (eds.). Academic Conferences Ltd, p. 986-989 4 p.

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

  • MOOCs are dead! - Open Education and the Quality of Online Courses Towards a Common Quality Reference Framework

    Stracke, C. M., 2016, EDEN 2016 Annual Conference : Re-Imagining Learning Scenarios. Teixeira, A. M., Szűcs, A. & Mázár, L. (eds.). European Distance and E-Learning Network, p. 215-221 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference Article in proceedingProfessional

  • MOOCs pedagogical and didactical approaches

    Stoyanov, S. & De Vries, F., Jun 2016, MOOCs in Europe: Overview of papers representing a collective European response on MOOCs as presented during the HOME conference in Rome November 2015. Jansen, D. & Konings, L. (eds.). Maastricht, the Netherlands: European Association of Distance Teaching Universities, p. 155-169 15 p.

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  • Nurturing communities of inquiry: A formative study of the DojoIBL platform

    Suarez, A., Ternier, S., Prinsen, F. & Specht, M., 13 Sept 2016, Adaptive and Adaptable Learning: 11th European Conference on Technology Enhanced Learning, EC-TEL 2016. Verbert, K., Sharples, M. & Klobučar, T. (eds.). 1 ed. Springer, Vol. 9891. p. 292-305 (Lecture Notes in Computer Science;9891).

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

  • Profiling Student Behaviour in a Blended Course: Closing the Gap Between Blended Teaching and Blended Learning

    Bos, N. & Brand-Gruwel, S., 2016, Proceedings of the 8th International Conference on Computer Supported Education. Costagliola, G., Uhomoibhi, G., Zvacek, J. & McLaren, B. M. (eds.). Portugal: SciTePress, Vol. 2. p. 65-72 8 p.

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

  • RAGE Reusable Game Software Components and Their Integration into Serious Game Engines

    van der Vegt, G. W., Nyamsuren, E. & Westera, W., Jun 2016, Software Reuse: Bridging with Social-Awareness: 15th International Conference, ICSR 2016. Kapitsaki, G. M. & Santana de Almeida, E. (eds.). 1 ed. Cham: Springer, p. 165-180 (Lecture Notes in Computer Science, Vol. 9679).

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  • Student differences in regulation strategies and their use of learning resources: implications for educational design

    Bos, N. & Brand-Gruwel, S., Apr 2016, Proceedings of the Sixth International Conference on Learning Analytics & Knowledge. New York, NY, USA: Association for Computing Machinery (ACM), p. 344-353 10 p.

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

  • Students’ Use of Knowledge Resources in Environmental Interaction on an Outdoor Learning Trail

    Tan, E. & So, H-J., 1 Jun 2016, Transforming Learning, Empowering Learners: The International Conference of the Learning Sciences: Conference Proceedings Volume 2. Looi, C-K., Polman, J., Cress, U. & Reimann, P. (eds.). Singapore: International Society of the Learning Sciences, p. 745-752

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  • Supporting Users of Open Online Courses with Recommendations: an Algorithmic Study

    Fazeli, S., Rajabi, E., Lezcano, L., Drachsler, H. & Sloep, P., 2016, The 16th IEEE International Conference on Advanced Learning Technologies (ICALT 2016): Advanced Technologies for Supporting Open Access to Formal and Informal Learning. Spector, J. M., Tsai, C. C., Sampson, D., Kinshuk, Huang, R., Chen, N-S. & Resta, P. (eds.). Conference Publishing Services, p. 423-427 5 p.

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

  • The Booth: Bringing Out the Super Hero in You

    Schneider, J., Börner, D., Van Rosmalen, P. & Specht, M., 7 Sept 2016, Adaptive and Adaptable Learning: 11th European Conference on Technology Enhanced Learning, EC-TEL 2016. Sharples, M., Klobučar, T. & Verbert, K. (eds.). Cham, Switzerland: Springer International Publishing AG, Vol. 9891. p. 529-532 4 p. (Lecture Notes in Computer Science).

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  • The Dutch xAPI Experience

    Berg, A., Scheffel, M., Drachsler, H., Ternier, S. & Specht, M., 25 Apr 2016, Proceedings of the Sixth International Conference on Learning Analytics & Knowledge. New York, NY, USA: Association for Computing Machinery (ACM), p. 544-545 2 p. (ACM International Conference Proceeding Series).

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

  • The RAGE Advanced Game Technologies Repository for Supporting Applied Game Development

    Georgiev, A., Grigorov, A., Bontchev, B., Boytchev, P., Stefanov, K., Westera, W., Prada, R., Hollins, P. & Moreno, P., 8 Dec 2016, Games and Learning Alliance: 5th International Conference, GALA 2016, Utrecht, The Netherlands, December 5–7, 2016, Proceedings. Bottino, R., Jeuring, J. & Veltkamp, R. C. (eds.). Springer, p. 235-245

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  • The RAGE Software Asset Model and Metadata Model

    Georgiev, A., Grigorov, A., Bontchev, B., Boytchev, P., Stefanov, K., Bahreini, K., Nyamsuren, E., van der Vegt, G. W., Westera, W., Prada, R., Hollins, P. & Moreno-Marcos, P. M., 17 Oct 2016, Serious Games JCSG 2016. T. M., Minhua Ma, Manuel Fradinho Oliveira, Jannicke Baalsrud Hauge & Stefan Göbel (eds.). Springer, p. 191-203 13 p. (Lecture Notes in Computer Science, Vol. 9894).

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

  • The role of learning design and learning analytics in MOOCs

    Brouns, F. & Firssova, O., 1 Oct 2016, Conference Proceedings of the 9th EDEN Research Workshop: Forging new pathways of research and innovation in open and distance learning: Reaching from the roots. Volungeviciene, A., Szűcs, A. & Mázár, I. (eds.). European Distance and E-Learning Network, p. 329-336 8 p.

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  • Unraveling networked learning initiatives: an analytic framework

    Rusman, E., Prinsen, F. & Vermeulen, M., 2016, Proceedings of the 10th International Conference on Networked Learning: Looking back – moving forward. Cranmer, S., de Laat, M., Ryberg, T., Sime, J-A. & Bonderup Dohn, N. (eds.). Lancaster: Lancaster University, p. 234-241 8 p.

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