Cognitive Modeling for Automated Human Performance Evaluation at Scale (Paperback, 1st ed. 2020)

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.

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Series:	SpringerBriefs in Human-Computer Interaction
Release date:	September 2020
First published:	2020
Authors:	Haiyue Yuan • Shujun Li • Patrice Rusconi
Dimensions:	235 x 155mm (L x W)
Format:	Paperback
Pages:	97
Edition:	1st ed. 2020
ISBN-13:	978-3-03-045703-7
Categories:	Books > Computing & IT > Computer programming > Software engineering Books > Computing & IT > Computer communications & networking > Network security Books > Computing & IT > Social & legal aspects of computing > Human-computer interaction Books > Social sciences > Psychology > Cognition & cognitive psychology > General
LSN:	3-03-045703-6
Barcode:	9783030457037

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