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Cognitive modeling for automated hum...

Yuan, Haiyue.

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Cognitive modeling for automated human performance evaluation at scale

Record Type:	Electronic resources : 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.
Published:	Cham :Springer International Publishing : : 2020.,
Description:	xi, 97 p. :ill., digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer Nature eBook
Subject:	Human-computer interaction - Evaluation -
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. - Cham :Springer International Publishing :2020. - xi, 97 p. :ill., digital ;24 cm. - 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:

3503630
Human-computer interaction
--Evaluation

LC Class. No.: QA76.9.H85 / Y83 2020

Dewey Class. No.: 004.019

Cognitive modeling for automated human performance evaluation at scale
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505 0 $a 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.
520 $a 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.
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700 1 $a Rusconi, Patrice. $3 3503629
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