Bruno Dumas — the Research Portal

Personal profile

Introduction

Bruno Dumas obtained his PhD in computer science in 2010 at the University of Fribourg, in Switzerland. His thesis focused on the creation of multimodal interfaces, along three axes: software architectures for multimodal interfaces, multimodal interaction modelling, and multimodal fusion algorithms. He then worked for four years as a post-doc researcher at the Vrije Universiteit Brussel, In Belgium, where he deepened his knowledge of cross-media interactive systems and interactive pens. His main research domains revolve around human-computer interaction, multimodal interfaces, information visualisation as well as how the evolution of IT impacts users in their daily life.

Areas of expertise

Multimodal interaction
Multimodal interaction modelling
Adaptation of interfaces to users and context
Tangible interaction
Information visualisation
Smart cities

Diplomas

MSc in computer science, Université de Fribourg (Switzerland)
PhD in computer science, Université de Fribourg (Switzerland)

Education/Academic qualification

Doctor of Science, Université de Fribourg

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Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2015 2020

3 Active

wal-e-cities MOB: Développement d'un ensemble de solutions technologiques et non technologiques dans le domaine des smart cities

Schobbens, P., Dumas, B. & Michel, A.

1/03/16 → 31/12/20

Project: Research

wal-e-cities LIV: Développement d'un ensemble de solutions technologiques et non technologiques dans le domaine des smart cities

Schobbens, P., Dumas, B. & Michel, A.

1/03/16 → 31/12/20

Project: Research

EFFaTA-MeM: Evocative Frameworks for Texts Analysis – Mediality Models – A transdisciplinary Approach

Linden, I., Wallemacq, A., Bosse, A., Deville, G. & Dumas, B.

2/11/15 → 1/11/19

Project: Research

Research Output 2005 2019

298 Citations
9 h-Index
26 Conference contribution
6 Paper
3 Article
2 Chapter
4 More

User-Based Experiment Guidelines for Measuring Interpretability in Machine Learning

Bibal, A., Dumas, B. & Frenay, B., 2019, EGC Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence. Metz

Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

Open Access

File

Learning systems

Human computer interaction

Experiments

AI in a Nutshell : Three Hands-on Activities for Teenagers

Dumas, B., Frenay, B., Henry, J., Smal, A., Collard, A-S. & Hernalesteen, A., Jun 2018, (Unpublished). 4 p.

Research output: Contribution to conference › Paper

File

artificial intelligence

emotion

expert

Teaching

resources

Apprentissage de la programmation par des novices: étude de l’adéquation entre concepts, outils d’apprentissage et besoins des utilisateurs

Henry, J. & Dumas, B., 27 Mar 2018, Une école numérique pour émanciper ? : Colloque scientifique, Actes de la conférence. p. 9-12 4 p.

Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

Open Access

File

Comparing Some Distances in Template-based 2D Gesture Recognition

Vanderdonckt, J., Dumas, B. & Cherubini, M., 21 Apr 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. ACM Press, Vol. 2018-April. p. 1-6 6 p. LBW121

Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

Gesture recognition

Information retrieval

Computer science

Computer vision

Pattern recognition

Evoq: a Visualization Tool to Support Structural Analysis of Text Documents

Clarinval, A., Linden, I., Wallemacq, A. & Dumas, B., 2018, Proceedings of the 2018 ACM Symposium on Document Engineering. ACM Press, 10 p.

Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

Open Access

File

Structural analysis

Visualization

Social sciences

Activities 2015 2019

3 Festival/Exhibition
3 Public lecture/Debate
3 External Thesis
2 Oral presentation
2 More
- 1 Participation in conference
- 1 Membership of committee

IFIP TC13 (External organisation)

Bruno Dumas (Member)

5 Feb 2019 → …

Activity: Membership types › Membership of committee

IDC 2018

Anne-Sophie Collard (Speaker), Bruno Dumas (Speaker), Benoît Frenay (Speaker), Julie Henry (Speaker), Anne Smal (Speaker), Alyson Hernalesteen (Speaker)

19 Jun 2018 → 22 Jun 2018

Activity: Talk or presentation types › Oral presentation