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Cognitive Modeling for Automated Human Performance Evaluation at Scale

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Cognitive Modeling for Automated Human Performance Evaluation at Scale / by Haiyue Yuan, Shujun Li, Patrice Rusconi.
Author:	Yuan, Haiyue.
other author:	Li, Shujun.
Description:	XI, 97 p. 56 illus.online resource. :
Contained By:	Springer Nature eBook
Subject:	User interfaces (Computer systems). -
Online resource:	https://doi.org/10.1007/978-3-030-45704-4
ISBN:	9783030457044

Cognitive Modeling for Automated Human Performance Evaluation at Scale
Yuan, Haiyue.

Cognitive Modeling for Automated Human Performance Evaluation at Scale [electronic resource] /by Haiyue Yuan, Shujun Li, Patrice Rusconi. - 1st ed. 2020. - XI, 97 p. 56 illus.online resource. - SpringerBriefs in Human-Computer Interaction,2520-1670. - SpringerBriefs in Human-Computer Interaction,.

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. .

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.

ISBN: 9783030457044

Standard No.: 10.1007/978-3-030-45704-4doiSubjects--Topical Terms:

1253526
User interfaces (Computer systems).

LC Class. No.: QA76.9.U83

Dewey Class. No.: 005.437

Cognitive Modeling for Automated Human Performance Evaluation at Scale
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