Foundations of Augmented Cognition : 9th International Conference, AC 2015, Held As Part of HCI International 2015, Los Angeles, CA, USA, August 2-7, 2015, Proceedings

This book constitutes the proceedings of the 9th International Conference on the Foundations of Augmented Cognition, AC 2015, held as part of the 17th International Conference on Human-Computer Interaction, HCII 2015, which took place in Los Angeles, CA, USA, in August 2015. HCII 2015 received a total of 4843 submissions, of which 1462 papers and 246 posters were accepted for publication after a careful reviewing process. These papers address the latest research and development efforts and highlight the human aspects of design and use of computing systems. The papers thoroughly cover the entire field of Human-Computer Interaction, addressing major advances in knowledge and effective use of computers in a variety of application areas. The 78 papers presented in the AC 2015 proceedings address the following major topics: cognitive performance and work load, BCI and operational neuroscience, cognition, perception and emotion measurement, adaptive and tutoring training, applications of augmented cognition. Front Matter....Pages I-XX Front Matter....Pages 1-1 Error Visualization and Information-Seeking Behavior for Air-Vehicle Control....Pages 3-11 DataShopping for Performance Predictions....Pages 12-23 Using Context to Optimize a Functional State Estimation Engine in Unmanned Aircraft System Operations....Pages 24-35 Methods for Determining the Role of Fatigue and Cognitive Load on Behavior Detection Officers (BDOs) Performance in the Field....Pages 36-43 Workload Is Multidimensional, Not Unitary: What Now?....Pages 44-55 Time Dependent Effects of Transcranial Direct Current Stimulation and Caffeine on Vigilance Performance During Extended Wakefulness....Pages 56-62 Towards a Translational Method for Studying the Influence of Motivational and Affective Variables on Performance During Human-Computer Interactions....Pages 63-72 Impact of Acute Stress on Attentional Orienting to Social Cues in Special Operations Personnel....Pages 73-81 Live-Virtual-Constructive (LVC) Training in Air Combat: Emergent Training Opportunities and Fidelity Ripple Effects....Pages 82-90 A Composite Cognitive Workload Assessment System in Pilots Under Various Task Demands Using Ensemble Learning....Pages 91-100 Sensitive, Diagnostic and Multifaceted Mental Workload Classifier (PHYSIOPRINT)....Pages 101-111 The Neurobiology of Executive Function Under Stress and Optimization of Performance....Pages 112-123 Objective-Analytical Measures of Workload – the Third Pillar of Workload Triangulation?....Pages 124-135 Eye-Tracking Technology for Estimation of Cognitive Load After Traumatic Brain Injury....Pages 136-143 Measuring Expert and Novice Performance Within Computer Security Incident Response Teams....Pages 144-152 Bracketing Human Performance to Support Automation for Workload Reduction: A Case Study....Pages 153-163 Front Matter....Pages 165-165 Phylter: A System for Modulating Notifications in Wearables Using Physiological Sensing....Pages 167-177 Monitoring Mental States of the Human Brain in Action: From Cognitive Test to Real-World Simulations....Pages 178-186 Discrimination in Good-Trained Brain States for Brain Computer Interface....Pages 187-198 BCI and Eye Gaze: Collaboration at the Interface....Pages 199-210 Front Matter....Pages 165-165 Using Behavioral Information to Contextualize BCI Performance....Pages 211-220 How Low Can You Go? Empirically Assessing Minimum Usable DAQ Performance for Highly Fieldable EEG Systems....Pages 221-231 Investigation of Functional Near Infrared Spectroscopy in Evaluation of Pilot Expertise Acquisition....Pages 232-243 Measuring Situational Awareness Aptitude Using Functional Near-Infrared Spectroscopy....Pages 244-255 Neurocognitive Correlates of Learning in a Visual Object Recognition Task....Pages 256-267 Neural Adaptation to a Working Memory Task: A Concurrent EEG-fNIRS Study....Pages 268-280 The Effect of Limiting Trial Count in Context Aware BCIs: A Case Study with Language Model Assisted Spelling....Pages 281-292 Improving BCI Usability as HCI in Ambient Assisted Living System Control....Pages 293-303 Human Computer Confluence in BCI for Stroke Rehabilitation....Pages 304-312 Relevant HCI for Hybrid BCI and Severely Impaired Patients....Pages 313-323 Brain-in-the-Loop Learning Using fNIR and Simulated Virtual Reality Surgical Tasks: Hemodynamic and Behavioral Effects....Pages 324-335 Team Resilience: A Neurodynamic Perspective....Pages 336-347 Through a Scanner Quickly: Elicitation of P3 in Transportation Security Officers Following Rapid Image Presentation and Categorization....Pages 348-360 Constrained Tensor Decomposition via Guidance: Increased Inter and Intra-Group Reliability in fMRI Analyses....Pages 361-369 Front Matter....Pages 371-371 A Quantitative Methodology for Identifying Attributes Which Contribute to Performance for Officers at the Transportation Security Administration....Pages 373-380 Cognitive-Motor Processes During Arm Reaching Performance Through a Human Body-Machine Interface....Pages 381-392 How Mobile Phones Affect the Sustainability of the Work/Life Balance of Their Users....Pages 393-400 Methodology for Knowledge Elicitation in Visual Abductive Reasoning Tasks....Pages 401-409 Stability of a Type of Cross-Cultural Emotion Modeling in Social Media....Pages 410-417 Field-Theoretic Modeling Method for Emotional Context in Social Media: Theory and Case Study....Pages 418-425 Front Matter....Pages 371-371 A Neurocognitive Approach to Expertise in Visual Object Recognition....Pages 426-436 Augmenting Bioacoustic Cognition with Tangible User Interfaces....Pages 437-448 Predicting Learner Performance Using a Paired Associate Task in a Team-Based Learning Environment....Pages 449-460 Exploring Day-to-Day Variability in the Relations Between Emotion and EEG Signals....Pages 461-469 Integration and Disintegration of Auditory Images Perception....Pages 470-480 Effects of Professional Visual Search Experience on Domain-General and Domain-Specific Visual Cognition....Pages 481-491 Ethnographic Methods for Experimental Design: Case Studies in Visual Search....Pages 492-503 Removal of Ocular Artifacts with the Utilization of Filter Banks....Pages 504-513 The Quantified Self....Pages 514-520 Adapting Ethics for Future Technologies....Pages 521-527 Visual Search in Operational Environments....Pages 528-536 Exploratory Analysis of Visual Search Data....Pages 537-547 Front Matter....Pages 549-549 Transitioning from Human to Agent-Based Role-Players for Simulation-Based Training....Pages 551-561 Authoring Tools for Adaptive Training – An Overview of System Types and Taxonomy for Classification....Pages 562-569 Prolonged Physical Effort Affects Cognitive Processes During Special Forces Training....Pages 570-582 Development of a Smart Tutor for a Visual-Aircraft Recognition Task....Pages 583-594 Augmenting Instructional Practice in GIFT Using the Engine for Management of Adaptive Pedagogy (EMAP)....Pages 595-604 Measuring Concentration While Programming with Low-Cost BCI Devices: Differences Between Debugging and Creativity Tasks....Pages 605-615 Adapting Immersive Training Environments to Develop Squad Resilience Skills....Pages 616-627 Authoring Intelligent Tutoring Systems Using Human Computation: Designing for Intrinsic Motivation....Pages 628-639 Front Matter....Pages 549-549 Opportunities and Risks for Game-Inspired Design of Adaptive Instructional Systems....Pages 640-651 From Desktop to Cloud: Collaborative Authoring for Intelligent Tutoring....Pages 652-662 Designing Representations and Support for Metacognition in the Generalized Intelligent Framework for Tutoring....Pages 663-674 A Personalized GIFT: Recommendations for Authoring Personalization in the Generalized Intelligent Framework for Tutoring....Pages 675-682 Augmented Cognition on the Run: Considerations for the Design and Authoring of Mobile Tutoring Systems....Pages 683-689 Modeling Shared States for Adaptive Instruction....Pages 690-696 EEG Coherence Within Tutoring Dyads: A Novel Approach for Pedagogical Efficiency....Pages 697-706 Front Matter....Pages 707-707 Contact Activity Visualization for Seniors....Pages 709-721 Setting a Privacy and Security Comfort Zone in the Internet of Things....Pages 722-734 Designing, Developing, and Validating an Adaptive Visual Search Training Platform....Pages 735-744 An Object-Centric Paradigm for Robot Programming by Demonstration....Pages 745-756 Optimization-Based Training in ATM....Pages 757-766 Human Factors Within the Transportation Security Administration: Optimizing Performance Through Human Factors Assessments....Pages 767-776 Breathing Life into CPR Training....Pages 777-783 Enhanced Physical Security Through a Command-Intent Driven Multi-agent Sensor Network....Pages 784-795 Technology-Supported Health Measures and Goal-Tracking for Older Adults in Everyday Living....Pages 796-806 The Use of Eye Tracking in Software Development....Pages 807-816 An Examination of Visual Search Success for Transportation Security Officers and Behavior Detection Officers....Pages 817-824 Determining the Optimal Time on X-Ray Analysis for Transportation Security Officers....Pages 825-834 Back Matter....Pages 835-837