Foundations of Augmented Cognition. Advancing Human Performance and Decision-Making through Adaptive Systems

1. Front Matter

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2. Emotional and Cognitive Issues in Augmented Cognition

   1. Front Matter

      Pages 1-1

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   2. Physiological Synchronization Is Associated with Narrative Emotionality and Subsequent Behavioral Response

      • Bethany K. Bracken, Veronika Alexander, Paul J. Zak, Victoria Romero, Jorge A. Barraza

      Pages 3-13

   3. A Social-Cognitive Prediction of the Perceived Threat of Terrorism and Behavioral Responses of Terrorist Activities

      • Lisa A. Cave

      Pages 14-25

   4. Untangling Operator Monitoring Approaches When Designing Intelligent Adaptive Systems for Operational Environments

      • Ming Hou, Cali M. Fidopiastis

      Pages 26-34

   5. Semantic Representation Analysis: A General Framework for Individualized, Domain-Specific and Context-Sensitive Semantic Processing

      • Xiangen Hu, Benjamin D. Nye, Chuang Gao, Xudong Huang, Jun Xie, Keith Shubeck

      Pages 35-46

   6. Toward Multi-brain Communication: Collaborative Spelling with a P300 BCI

      • Christoph Kapeller, Rupert Ortner, Gunther Krausz, Markus Bruckner, Brendan Z. Allison, Christoph Guger et al.

      Pages 47-54

   7. Deducing User States of Engagement in Real Time by Using a Purpose Built Unobtrusive Physiological Measurement Device: An Empirical Study and HCI Design Challenges

      • Anthony Psaltis, Charalampos Rizopoulos, Zacharias Lekkas, Constantinos Mourlas

      Pages 55-66

   8. Ubiquitous Augmented Cognition

      • Anna Skinner, Clementina Russo, Lisa Baraniecki, Molly Maloof

      Pages 67-77

   9. Our Emotions as Seen through a Webcam

      • Natalie Sommer, Leanne Hirshfield, Senem Velipasalar

      Pages 78-89

3. Machine Learning for Augmented Cognition

   1. Front Matter

      Pages 91-91

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   2. Neural Network Estimation of Atmospheric Thermodynamic State for Weather Forecasting Applications

      • William J. Blackwell, Adam B. Milstein, Bradley Zavodsky, Clay B. Blankenship

      Pages 93-103

   3. Augmenting Human Cognition with Adaptive Augmented Reality

      • Jayfus T. Doswell, Anna Skinner

      Pages 104-113

   4. Two Steps Back for One Step Forward: Revisiting Augmented Cognition Principles from a Perspective of (Social) System Theory

      • Sven Fuchs, Jessica Schwarz, Frank O. Flemisch

      Pages 114-124

   5. Mining and Modeling the Phenomenology of Situational Awareness

      • Monte Hancock, Michael Higley

      Pages 125-135

   6. Team Behaviors and Cognitive Cohesion in Complex Situations

      • Cynthia Lamb, Jerry Lamb, Ronald Stevens, Abaigeal Caras

      Pages 136-147

   7. Architecture for Machine Learning Techniques to Enable Augmented Cognition in the Context of Decision Support Systems

      • David Martinez

      Pages 148-156

   8. Teams Reorganize Neurodynamically When They Sense Loss of Control

      • Ronald Stevens, Trysha Galloway

      Pages 157-166

   9. Assessing Neural Synchrony in Tutoring Dyads

      • Bradly Stone, Anna Skinner, Maja Stikic, Robin Johnson

      Pages 167-178

4. Augmented Cognition for Learning and Training

   1. Front Matter

      Pages 179-179

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This book constitutes the proceedings of the 8th International Conference on the Foundations of Augmented Cognition, AC 2014, held as part of HCI International 2014 which took place in Heraklion, Crete, Greece, in June 2014 and incorporated 14 conferences which similar thematic areas. HCII 2014 received a total of 4766 submissions, of which 1476 papers and 220 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 34 papers presented in the AC 2014 proceedings are organized in topical sections named: emotional and cognitive issues in augmented cognition; machine learning for augmented cognition; augmented cognition for learning and training and augmented cognition for health and rehabilitation.

• HCI
• artificial intelligence
• augmented cognition
• augmented reality
• cognitive science
• cyber-physical systems
• e-learning
• eLearning
• emotions
• healthcare
• human centered computing
• human computer interaction
• machine learning
• scene understanding

• Potomac Institute for Policy Studies, Soar Technology Inc., Vienna, USA

  Dylan D. Schmorrow

• University of Alabama at Birmingham, Birmingham, USA

  Cali M. Fidopiastis

Policies and ethics