MeET US -- An Eyetracking Study to Evaluate Awareness Functionality in the CSCL System Metafora

In the Metafora project we designed a platform for collaborative learning and planning of learning challenges that make use of heterogeneous and multiple learning tools. These complex scenarios of up to 20 hours of learning require advanced awareness support functionality to allow effective collaboration. To evaluate the effectiveness of our awareness support features in Metafora we conducted an eye tracking study. In this study we applied synchronous eye tracking on dyads of learners in a controlled lab situation where awareness messages are sent to the dyad. We report about our results and discuss the method and its implications for future work.

[1]  Johann H. Schlichter,et al.  Computer-Supported Cooperative Work: Introduction to Distributed Applications , 2010 .

[2]  Andrea Kienle,et al.  INKA-SUITE: An Integrated Test-Environment for Analyzing Chat Communication , 2013, CSCL.

[3]  Pierre Dillenbourg,et al.  This is it ! : Indicating and looking in collaborative work at distance , 2010 .

[4]  B. Schneirdeman,et al.  Designing the User Interface: Strategies for Effective Human-Computer Interaction , 1998 .

[5]  Andreas Dengel,et al.  A robust realtime reading-skimming classifier , 2012, ETRA.

[6]  Wolfgang Prinz,et al.  Supporting Cooperative Awareness with Local Event Mechanisms: The GroupDesk System , 1995, ECSCW.

[7]  K. Rayner Eye movements in reading and information processing: 20 years of research. , 1998, Psychological bulletin.

[8]  Patrick Jermann,et al.  Collaboration and abstract representations: towards predictive models based on raw speech and eye-tracking data , 2009, CSCL.

[9]  Joseph H. Goldberg Eye Movement-Based Interface Evaluation: What can and Cannot be Assessed? , 2000 .

[10]  Ben Shneiderman,et al.  Designing The User Interface , 2013 .

[11]  Christian Schlösser,et al.  Experiences from eye tracking chat- communication using the INKA-SUITE , 2013 .

[12]  Bertrand Schneider,et al.  Real-time mutual gaze perception enhances collaborative learning and collaboration quality , 2013, International Journal of Computer-Supported Collaborative Learning.

[13]  Patrick Jermann,et al.  Understanding Collaborative Program Comprehension: Interlacing Gaze and Dialogues , 2013, CSCL.

[14]  Andreas Harrer,et al.  The Metafora Design Principles for a Collaborative, Interoperable Learning Framework , 2013, CRIWG.

[15]  M A Just,et al.  A theory of reading: from eye fixations to comprehension. , 1980, Psychological review.

[16]  Andrew T. Duchowski,et al.  Eye Tracking Methodology - Theory and Practice, Third Edition , 2003 .

[17]  Patrick Jermann,et al.  Effects of sharing text selections on gaze cross-recurrence and interaction quality in a pair programming task , 2012, CSCW.

[18]  Sandra P Marshall,et al.  Identifying cognitive state from eye metrics. , 2007, Aviation, space, and environmental medicine.

[19]  Manolis Mavrikis,et al.  Metafora: A Web-Based Platform for Learning to Learn Together in Science and Mathematics , 2013, IEEE Transactions on Learning Technologies.