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Personal profile

Education/Academic qualification

Maastricht University

Sep 2014Jul 2016

Bachelor, University of Bari

Sep 2010Apr 2014

Keywords

  • QA75 Electronic computers. Computer science
  • machine learning
  • multimodality
  • multimodal data
  • learning analytics

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

  • 4 Similar Profiles
Sensors Engineering & Materials Science
Learning systems Engineering & Materials Science
Feedback Engineering & Materials Science
Application programming interfaces (API) Engineering & Materials Science
Experiments Engineering & Materials Science
Fusion reactions Engineering & Materials Science
Resuscitation Engineering & Materials Science
Personnel rating Engineering & Materials Science

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Research Output 2018 2018

  • 4 Conference article in proceeding
  • 1 Article

From signals to knowledge: A conceptual model for multimodal learning analytics

Di Mitri, D., Schneider, J., Specht, M. M. & Drachsler, H. J., Aug 2018, In : Journal of Computer Assisted Learning. 34, 4, p. 338-349 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Learning systems
Sensors
learning
Terminology
Feedback

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

Multimodal Tutor for CPR

Di Mitri, D., 20 Jun 2018, Artificial Intelligence in Education: 19th International Conference, AIED 2018, London, UK, June 27–30, 2018, Proceedings, Part II. Rosé, C. P., Martínez-Maldonado, R., Ulrich Hoppe, H., Luckin, R., Mavrikis, M., Porayska-Pomsta, K., McLaren, B. & du Boulay, B. (eds.). Cham: SPRINGER, p. 513-516 4 p. (Lecture Notes in Computer Science; vol. 10948).

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

Resuscitation
Feedback
Pipelines
Experiments
Planning

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

Prizes

Best Demonstration Award at LAK'19

Daniele Di Mitri (Recipient), 8 Mar 2019

Prize: Prize (including medals and awards)Academic

Demonstrations

Martin Wolpers Award 2018

Daniele Di Mitri (Recipient), 6 Sep 2018

Prize: Prize (including medals and awards)Academic

artificial intelligence
learning
poster
research facility
tutor

Activities 2018 2018

  • 2 Oral presentation

Multimodal Tutors: Enhancing learning using multimodal data and machine learning.

Daniele Di Mitri (Speaker)
24 Nov 2018

Activity: Talk or presentation typesOral presentationAcademic

Multimodal Learning Analytics: 
an IoT approach for social signals.

Daniele Di Mitri (Speaker)
22 Jan 2018

Activity: Talk or presentation typesOral presentationAcademic