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

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10284)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, 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
    9. Jella Pfeiffer, Thies Pfeiffer, Anke Greif-Winzrieth, Martin Meißner, Patrick Renner, Christof Weinhardt
      Pages 219-235
    10. Ciara Sibley, Cyrus K. Foroughi, Tatana Olson, Cory Moclaire, Joseph T. Coyne
      Pages 236-250
  4. Physiological Measuring and Bio-sensing

    1. Front Matter
      Pages 261-261
    2. Glory Emmanuel Aviña, Robert Abbott, Cliff Anderson-Bergman, Catherine Branda, Kristin M. Divis, Lucie Jelinkova et al.
      Pages 263-274
    3. Cyrus K. Foroughi, Joseph T. Coyne, Ciara Sibley, Tatana Olson, Cory Moclaire, Noelle Brown
      Pages 304-311
    4. Lucie Jelinkova, Emily Pearce, Christopher Bossart, Risa Garcia, Jon Femling
      Pages 312-322
    5. Nancy Mogire, Michael-Brian Ogawa, Brent Auernheimer, Martha E. Crosby
      Pages 342-356
    6. Victoria Newton, Isabel Solis, Glory Emmanuel Aviña, Jonathan T. McClain, Cynthia King, Kristina T. Rewin Ciesielski
      Pages 357-371
    7. Blaine Reeder, Paul F. Cook, Paula M. Meek, Mustafa Ozkaynak
      Pages 372-382
    8. Siddharth, Aashish Patel, Tzyy-Ping Jung, Terrence J. Sejnowski
      Pages 399-409
  5. Machine Learning in Augmented Cognition

    1. Front Matter
      Pages 411-411
    2. Bilge Süheyla Akkoca Gazioğlu, Muhittin Gökmen
      Pages 413-428
    3. Dustin Arendt, Caner Komurlu, Leslie M. Blaha
      Pages 429-448
    4. Nick Cramer, Grant Nakamura, Alex Endert
      Pages 478-498
    5. Monte Hancock, Charles Li, Shakeel Rajwani, Payton Brown, Olivia Hancock, Corinne Lee et al.
      Pages 499-509
    6. Monte Hancock, Chloe Lo, Shakeel Rajwani, Shai Neumann, Dale Franklin, Esnet Gros Negre et al.
      Pages 510-520
    7. Robert J. Jasper, Leslie M. Blaha
      Pages 521-534
    8. John Khoury, Charles Li, Chloe Lo, Corinne Lee, Shakeel Rajwani, David Woolfolk et al.
      Pages 535-542
    9. Rosaleena Mohanty, Anita Sinha, Alexander Remsik, Janerra Allen, Veena Nair, Kristin Caldera et al.
      Pages 543-557
    10. Shai Neumann, Charles Li, Chloe Lo, Corinne Lee, Shakeel Rajwani, Suraj Sood et al.
      Pages 558-570
  6. Back Matter
    Pages 583-586

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


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.


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
  • 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
  • Buy this book on publisher's site
Industry Sectors
Chemical Manufacturing
Finance, Business & Banking
IT & Software
Consumer Packaged Goods