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Cognitive Modeling for Automated Human Performance Evaluation at Scale

Cognitive Modeling for Automated Human Performance Evaluation at Scale

Authors
Publisher Springer Nature
Year 16/09/2020
Version eBook: Reflowable eTextbook (ePub)
Language English
ISBN 9783030457044
Categories Cognition & cognitive psychology, Software Engineering, Computer security, User interface design & usability
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Book description

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.

Cognitive Modeling for Automated Human Performance Evaluation at Scale

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