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Book Cover
Author Yuan, Haiyue

Title Cognitive modeling for automated human performance evaluation at scale / Haiyue Yuan, Shujun Li, Patrice Rusconi
Published Cham, Switzerland : Springer, 2020


Description 1 online resource
Series SpringerBriefs in human-computer interaction, 2520-1670
SpringerBriefs in human-computer interaction.
Contents Introduction -- Cognitive Approaches to Human Computer Interaction -- State of the Art of Cognitive Modeling Software Tools -- Integration of Behavioral Data -- Large-scale Human Performance Modeling Framework -- Example Applications of CogTool+ -- Future Research Directions
Summary Cognitive models and software tools have been widely used for both research and commercial purposes. Although they have proved very useful, there are some limitations preventing large-scale modeling and simulation tasks to be carried out efficiently and effectively. In this book, we aim to provide readers with a systematic overview of state-of-the-art cognitive modeling software tools and applications and an introduction to a new software framework for facilitating large-scale modeling and simulation of human-performance tasks. The authors first review cognitive modeling theories and then present an overview of state-of-the-art software tools for cognitive modeling and simulation. Finally, the book focuses on the new software framework and a research prototype called CogTool+, including how to incorporate behavioral data such as eye-tracking data in modeling and simulation tasks. Typical applications of CogTool+ in HCI and cyber security are given to demonstrate its usefulness
Bibliography Includes bibliographical references
Notes Online resource; title from PDF title page (SpringerLink, viewed November 6, 2020)
Subject Human-computer interaction -- Evaluation -- Mathematical models
Eye tracking.
Cognitive psychology.
Software Engineering.
Cognition & cognitive psychology.
Computer security.
User interface design & usability.
Psychology -- Cognitive Psychology.
Computers -- Software Development & Engineering -- General.
Computers -- Security -- General.
Computers -- User Interfaces.
Data protection.
Eye tracking.
Cognitive psychology.
Software engineering.
User interfaces (Computer systems)
Genre/Form Electronic books
Form Electronic book
Author Li, Shujun (Writer on computer security)
Rusconi, Patrice
ISBN 9783030457044