Cognitive Modeling for Automated Human Performance Evaluation at Scale
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Beschreibung
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.
It presents a systematic review of state-of-the-art cognitive modeling and simulation software tools and their applications It provides examples of how to integrate cognitive psychology and computer science to study HCI issues/topics, as well as demonstrating how empirical data (such as eye-tracking data) can be collected and fed into the development of a new software framework for cognitive modeling and simulation. It presents a novel software framework that allows semi/auto large-scale modeling and simulation of human cognitive tasks Readers will benefit from an open-source software (research prototype) which has been developed from the framework giving both theoretical knowledge as well as hands-on practical experience
Autor*in
Haiyue Yuan
Themen in »Cognitive Modeling for Automated Human Performance Evaluation at Scale«
Cognitive Modeling Cognitive Modeling Software/Tools Human Computer-Interaction Eye Tracking CyberSecurity