Publications by Marc-Antoine Nüssli

Encoding metaknowledge for historical databases

Historical knowledge is fundamentally uncertain. A given account of an historical event is typically based on a series of sources and on sequences of interpretation and reasoning based on these sources. Generally, the product of this historical research ta ...

2014

Understanding Collaborative Program Comprehension: Interlacing Gaze and Dialogues

Pierre Dillenbourg, Patrick Jermann, Kshitij Sharma, Marc-Antoine Nüssli

We study the interaction of the participants in a pair program comprehension task across different time scales in a dual eye-tracking setup. We identify four layers of interaction episodes at different time scales. Each layer spans across the whole interac ...

2013

Effects of sharing text selections on gaze recurrence and interaction quality in a pair programming task

Patrick Jermann, Marc-Antoine Nüssli

We present experimental findings from a dual eye-tracking study that illustrate the effect of different ways of sharing se- lection in remote pair-programming scenario. Forty pairs of engineering students had to complete several program under- standing tas ...

2012

Dual Eye-Tracking Methods for the Study of Remote Collaborative Problem Solving

Marc-Antoine Nüssli

Applied eye-tracking has been extensively used for the study of psychological processes. More recently, some researchers have used this technique to study the interaction between people by tracking and analyzing eye-movements of two persons synchronously. ...

EPFL2011

Facilitating peer knowledge modeling: Effects of a knowledge awareness tool on collaborative learning outcomes and processes

Pierre Dillenbourg, Mirweis Sangin, Marc-Antoine Nüssli

We report an empirical study where we investigated the effects, on the collaborative outcomes and processes, of a cognition-related awareness tool providing learners with cues about their peer’s level of prior knowledge. Sixty-four university students part ...

Elsevier2011

Exploring personnal aspects using eye-tracking modality in Tetris-playing

Patrick Jermann, Weifeng Li, Marc-Antoine Nüssli

2011

Collaborative Gaze Footprints: Correlates of Interaction Quality

Pierre Dillenbourg, Patrick Jermann, Marc-Antoine Nüssli

Dual eye tracking offers new possibilities for the analysis and diagnosis of collaborative interaction. Cross-recurrence analyses and visualizations offer insight into how closely two collaborators’ gaze follow each other. We contrast two cases to illustra ...

International Society of the Learning Sciences2011

Using dual eye-tracking to unveil coordination and expertise in collaborative Tetris

Patrick Jermann, Weifeng Li, Marc-Antoine Nüssli

The use of dual eye-tracking is investigated in a collabora- tive game setting. The automatic collection of information about partner’s gaze will eventually serve to build adaptive interfaces. Following this agenda, and in order to identify stable gaze pat ...

2010

Gaze quality assisted automatic recognition of social contexts in collaborative Tetris

Patrick Jermann, Weifeng Li, Marc-Antoine Nüssli

The use of dual eye-tracking is investigated in a collabora- tive game setting. Social context influences individual gaze and action during a collaborative Tetris game: results show that experts as well as novices adapt their playing style when interacting ...

2010

Collaboration and abstract representations: towards predictive models based on raw speech and eye-tracking data

Pierre Dillenbourg, Patrick Jermann, Mirweis Sangin, Marc-Antoine Nüssli

This study aims to explore the possibility of using machine learning techniques to build predictive models of performance in collaborative induction tasks. More specifically, we explored how signal-level data, like eye-gaze data and raw speech may be used ...

International Society of the Learning Sciences2009