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

  • Dylan D. Schmorrow
  • Cali M. Fidopiastis
Conference proceedings AC 2017
Part of the Lecture Notes in Computer Science book series (LNCS, volume 10284)

Table of contents

  1. Front Matter
    Pages I-XXIV
  2. Electroencephalography and Brain Activity Measurement

    1. Front Matter
      Pages 1-1
    2. Bruno Berberian, Jonas Gouraud, Bertille Somon, Aisha Sahai, Kevin Le Goff
      Pages 3-18
    3. Manesh Girn, Caitlin Mills, Eric Laycock, Melissa Ellamil, Lawrence Ward, Kalina Christoff
      Pages 28-44
    4. Olave E. Krigolson, Chad C. Williams, Francisco L. Colino
      Pages 56-65
    5. Pavle Mijović, Miloš Milovanović, Ivan Gligorijević, Vanja Ković, Ivana Živanović-Mačužić, Bogdan Mijović
      Pages 66-78
    6. Lin Yao, Mei Lin Chen, Xinjun Sheng, Natalie Mrachacz-Kersting, Xiangyang Zhu, Dario Farina et al.
      Pages 90-98
    7. Jiacai Zhang, Song Liu, Jialiang Li
      Pages 109-120
  3. Eye Tracking in Augmented Cognition

    1. Front Matter
      Pages 121-121
    2. Folami T. Alamudun, Tracy Hammond, Hong-Jun Yoon, Georgia D. Tourassi
      Pages 123-138
    3. Joseph T. Coyne, Ciara Sibley, Sarah Sherwood, Cyrus K. Foroughi, Tatana Olson, Eric Vorm
      Pages 139-147
    4. Andre Harrison, Mark A. Livingston, Derek Brock, Jonathan Decker, Dennis Perzanowski, Christopher Van Dolson et al.
      Pages 148-165
    5. Pujitha Mannaru, Balakumar Balasingam, Krishna Pattipati, Ciara Sibley, Joseph T. Coyne
      Pages 166-175
    6. Laura E. Matzen, Michael J. Haass, Kristin M. Divis, Mallory C. Stites
      Pages 176-191
    7. Laura A. McNamara, Kristin M. Divis, J. Daniel Morrow, David Perkins
      Pages 192-205
    8. Patrick Peachock, Nicholas Iovino, Bonita Sharif
      Pages 206-218

Other volumes

  1. 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
  2. 11th International Conference, AC 2017, Held as Part of HCI International 2017, Vancouver, BC, Canada, July 9-14, 2017, Proceedings, Part II

About these proceedings

Introduction

This volume constitutes the proceedings of the 11th International Conference on Augmented Cognition, AC 2017, held as part of the International Conference on Human-Computer Interaction, HCII 2017, which took place in Vancouver, BC, Canada, in July 2017. HCII 2017 received a total of 4340 submissions, of which 1228 papers were accepted for publication after a careful reviewing process. 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 two volumes set of AC 2017 presents 81 papers which are organized in the following topical sections: electroencephalography and brain activity measurement, eye tracking in augmented cognition, physiological measuring and bio-sensing, machine learning in augmented cognition, cognitive load and performance, adaptive learning systems, brain-computer interfaces, human cognition and behavior in complex tasks and environments.

Keywords

artificial intelligence Brain-Computer Interface (BCI) cognitive modeling ergonomics Human-Computer Interaction (HCI) human engineering human factors intelligent tutoring systems Internet machine learning robotics sensors signal processing social computing user interfaces virtual reality wearable devices

Editors and affiliations

  • Dylan D. Schmorrow
    • 1
  • Cali M. Fidopiastis
    • 2
  1. 1.SoarTechOrlandoUSA
  2. 2.Design Interactive, Inc. OrlandoUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-58628-1
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-58627-4
  • Online ISBN 978-3-319-58628-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349