Cognition-Aware Computing

Despite significant advances in context sensing and inference since its inception in the late 1990s, context-aware computing still doesn't implement a holistic view of all covert aspects of the user state. Here, the authors introduce the concept of cognitive context as an extension to the current notion of context with a cognitive dimension. They argue that visual behavior and brain activity are two promising sensing modalities for assessing the cognitive context and thus the development of cognition-aware computing systems.

[1]  John Paulin Hansen,et al.  New technological windows into mind: there is more in eyes and brains for human-computer interaction , 1996, CHI.

[2]  S. Liversedge,et al.  Saccadic eye movements and cognition , 2000, Trends in Cognitive Sciences.

[3]  M. Chun,et al.  Contextual cueing of visual attention , 2022 .

[4]  Eileen Kowler,et al.  Visual scene memory and the guidance of saccadic eye movements , 2001, Vision Research.

[5]  José del R. Millán,et al.  You Are Wrong! - Automatic Detection of Interaction Errors from Brain Waves , 2005, IJCAI.

[6]  M. Land.  Eye movements and the control of actions in everyday life , 2006, Progress in Retinal and Eye Research.

[7]  Desney S. Tan,et al.  Playing with your brain: brain-computer interfaces and games , 2007, ACE '07.

[8]  D. Shore,et al.  More efficient scanning for familiar faces. , 2008, Journal of vision.

[9]  R. Schleicher,et al.  Blinks and saccades as indicators of fatigue in sleepiness warners: looking tired? , 2022 .

[10]  Hans-Werner Gellersen,et al.  Toward Mobile Eye-Based Human-Computer Interaction , 2010, IEEE Pervasive Computing.

[11]  Gerhard Tröster,et al.  What's in the Eyes for Context-Awareness? , 2011, IEEE Pervasive Computing.

[12]  Scott Makeig,et al.  Estimation of task workload from EEG data: New and current tools and perspectives , 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[13]  Daniel Roggen,et al.  Recognition of visual memory recall processes using eye movement analysis , 2011, UbiComp '11.

[14]  Gerhard Tröster,et al.  Recognition of Hearing Needs from Body and Eye Movements to Improve Hearing Instruments , 2011, Pervasive.

[15]  Christian Kothe,et al.  Towards passive brain–computer interfaces: applying brain–computer interface technology to human–machine systems in general , 2011, Journal of neural engineering.

[16]  Gerhard Tröster,et al.  Eye Movement Analysis for Activity Recognition Using Electrooculography , 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[17]  Roman Bednarik,et al.  What do you want to do next: a novel approach for intent prediction in gaze-based interaction , 2012, ETRA.

[18]  T O Zander,et al.  Context-aware brain–computer interfaces: exploring the information space of user, technical system and environment , 2012, Journal of neural engineering.

[19]  Janna Protzak,et al.  A Passive Brain-Computer Interface for Supporting Gaze-Based Human-Machine Interaction , 2013, HCI.

[20]  Kai Kunze,et al.  The Wordometer -- Estimating the Number of Words Read Using Document Image Retrieval and Mobile Eye Tracking , 2013, 2013 12th International Conference on Document Analysis and Recognition.

[21]  Pascual Martínez-Gómez,et al.  Recognition of understanding level and language skill using measurements of reading behavior , 2014, IUI.

[22]  Thorsten O. Zander,et al.  Towards BCI-Based Implicit Control in Human–Computer Interaction , 2014 .