Augmented Cognition. Neurocognition and Machine Learning: 11th International Conference, AC 2017, Held as Part of HCI International 2017, Vancouver, BC, Canada, July 9-14, 2017, Proceedings, Part I

Front Matter....Pages I-XXIV
Front Matter....Pages 1-1
My Brain Is Out of the Loop: A Neuroergonomic Approach of OOTL Phenomenon....Pages 3-18
Testing the Specificity of EEG Neurofeedback Training on First- and Second-Order Measures of Attention....Pages 19-27
Neural Dynamics of Spontaneous Thought: An Electroencephalographic Study....Pages 28-44
Deep Transfer Learning for Cross-subject and Cross-experiment Prediction of Image Rapid Serial Visual Presentation Events from EEG Data....Pages 45-55
Using Portable EEG to Assess Human Visual Attention....Pages 56-65
Investigating Brain Dynamics in Industrial Environment – Integrating Mobile EEG and Kinect for Cognitive State Detection of a Worker....Pages 66-78
Characteristic Alpha Reflects Predictive Anticipatory Activity (PAA) in an Auditory-Visual Task....Pages 79-89
Influence of Spontaneous Rhythm on Movement-Related Cortical Potential - A Preliminary Neurofeedback Study....Pages 90-98
Multiple Human EEG Synchronous Analysis in Group Interaction-Prediction Model for Group Involvement and Individual Leadership....Pages 99-108
Interactive Image Segmentation Method of Eye Movement Data and EEG Data....Pages 109-120
Front Matter....Pages 121-121
Geometry and Gesture-Based Features from Saccadic Eye-Movement as a Biometric in Radiology....Pages 123-138
Assessing Workload with Low Cost Eye Tracking During a Supervisory Control Task....Pages 139-147
The Analysis and Prediction of Eye Gaze When Viewing Statistical Graphs....Pages 148-165
Performance Evaluation of the Gazepoint GP3 Eye Tracking Device Based on Pupil Dilation....Pages 166-175
Patterns of Attention: How Data Visualizations Are Read....Pages 176-191
Eye Tracking for Dynamic, User-Driven Workflows....Pages 192-205
Investigating Eye Movements in Natural Language and C++ Source Code - A Replication Experiment....Pages 206-218
Adapting Human-Computer-Interaction of Attentive Smart Glasses to the Trade-Off Conflict in Purchase Decisions: An Experiment in a Virtual Supermarket....Pages 219-235
Practical Considerations for Low-Cost Eye Tracking: An Analysis of Data Loss and Presentation of a Solution....Pages 236-250
A Comparison of an Attention Acknowledgement Measure and Eye Tracking: Application of the as Low as Reasonable Assessment (ALARA) Discount Usability Principle for Control System Studies....Pages 251-260
Front Matter....Pages 261-261
Rim-to-Rim Wearables at the Canyon for Health (R2R WATCH): Experimental Design and Methodology....Pages 263-274
Investigation of Breath Counting, Abdominal Breathing and Physiological Responses in Relation to Cognitive Load....Pages 275-286
Investigating the Role of Biofeedback and Haptic Stimulation in Mobile Paced Breathing Tools....Pages 287-303
Pupil Dilation and Task Adaptation....Pages 304-311
Rim-to-Rim Wearables at the Canyon for Health (R2R WATCH): Correlation of Clinical Markers of Stress with Physiological COTS Data....Pages 312-322
Grounded Approach for Understanding Changes in Human Emotional States in Real Time Using Psychophysiological Sensory Apparatuses....Pages 323-341
Augmented Cognition for Continuous Authentication....Pages 342-356
Analysis of Social Interaction Narratives in Unaffected Siblings of Children with ASD Through Latent Dirichlet Allocation....Pages 357-371
Smart Watch Potential to Support Augmented Cognition for Health-Related Decision Making....Pages 372-382
Multidimensional Real-Time Assessment of User State and Performance to Trigger Dynamic System Adaptation....Pages 383-398
An Affordable Bio-Sensing and Activity Tagging Platform for HCI Research....Pages 399-409
Front Matter....Pages 411-411
Facial Expression Recognition from Still Images....Pages 413-428
CHISSL: A Human-Machine Collaboration Space for Unsupervised Learning....Pages 429-448
Toward an Open Data Repository and Meta-Analysis of Cognitive Data Using fNIRS Studies of Emotion....Pages 449-467
Establishing Ground Truth on Pyschophysiological Models for Training Machine Learning Algorithms: Options for Ground Truth Proxies....Pages 468-477
The Impact of Streaming Data on Sensemaking with Mixed-Initiative Visual Analytics....Pages 478-498
Some Syntax-Only Text Feature Extraction and Analysis Methods for Social Media Data....Pages 499-509
Using the Hash Tag Histogram and Social Kinematics for Semantic Clustering in Social Media....Pages 510-520
Interface Metaphors for Interactive Machine Learning....Pages 521-534
Classifying Tweets Using User Account Information....Pages 535-542
Front Matter....Pages 411-411
Machine Learning-Based Prediction of Changes in Behavioral Outcomes Using Functional Connectivity and Clinical Measures in Brain-Computer Interface Stroke Rehabilitation....Pages 543-557
Content Feature Extraction in the Context of Social Media Behavior....Pages 558-570
Detecting Mislabeled Data Using Supervised Machine Learning Techniques....Pages 571-581
Back Matter....Pages 583-586