Augmented Cognition. Neurocognition and Machine Learning [electronic resource] : 11th International Conference, AC 2017, Held as Part of HCI International 2017, Vancouver, BC, Canada, July 9-14, 2017, Proceedings, Part I / edited by Dylan D. Schmorrow, Cali M. Fidopiastis.

Contributor(s): Schmorrow, Dylan D [editor.] | Fidopiastis, Cali M [editor.] | SpringerLink (Online service)Material type: TextTextLanguage: English Series: Lecture Notes in Computer Science: 10284Publisher: Cham : Springer International Publishing : Imprint: Springer, 2017Description: XXIV, 586 p. 189 illus. online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9783319586281Subject(s): Computer science | User interfaces (Computer systems) | Artificial intelligence | Education -- Data processing | Computers and civilization | Computer Science | User Interfaces and Human Computer Interaction | Artificial Intelligence (incl. Robotics) | Computers and Society | Computers and EducationAdditional physical formats: Printed edition:: No titleDDC classification: 005.437 | 4.019 LOC classification: QA76.9.U83QA76.9.H85Online resources: Click here to access online
Contents:
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.
In: Springer eBooksSummary: 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.
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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.

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.

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