July 2022
·
117 Reads
The main goal of the field of augmented cognition is to research and develop adaptive systems capable of extending the information management capacity of individuals through computing technologies. Augmented cognition research and development is therefore focused on accelerating the production of novel concepts in human-system integration and includes the study of methods for addressing cognitive bottlenecks (e.g., limitations in attention, memory, learning, comprehension, visualization abilities, and decision making) via technologies that assess the user’s cognitive status in real time. A computational interaction employing such novel system concepts monitors the state of the user, through behavioral, psychophysiological, and neurophysiological data acquired from the user in real time, and then adapts or augments the computational interface to significantly improve their performance on the task at hand. The International Conference on Augmented Cognition (AC), an affiliated conference of the HCI International (HCII) conference, arrived at its 16th edition and encouraged papers from academics, researchers, industry, and professionals, on a broad range of theoretical and applied issues related to augmented cognition and its applications. The field of augmented cognition has matured over the years to solve enduring issues such as portable, wearable neurosensing technologies and data fusion strategies in operational environments. These innovations coupled with better understanding of brain and behavior, improved measures of brain state change, and improved artificial intelligence algorithms have helped expand the augmented cognition focus areas to rehabilitation, brain-computer interfaces, and training and education. The burgeoning field of human-machine interfaces such as drones and autonomous agents are also benefitting from augmented cognition research. This volume of the HCII 2022 proceedings is dedicated to this year’s edition of the AC conference and focuses on topics related to understanding human cognition and behavior, brain activity measurement and electroencephalography, human and machine learning, and augmented cognition in extended reality. Papers of this one volume are included for publication after a minimum of two single-blind reviews from the members of the AC Program Board or, in some cases, from members of the Program Boards of other affiliated conferences. We would like to thank all of them for their invaluable contribution, support, and efforts.