Cognitive Modeling for Automated Human Performance Evaluation at Scale / by Haiyue Yuan, Shujun Li, Patrice Rusconi

By:

Yuan, Haiyue [VerfasserIn]

Contributor(s):

Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: SpringerBriefs in Human-Computer Interaction | Springer eBook CollectionPublisher: Cham : Springer International Publishing, 2020Publisher: Cham : Imprint: Springer, 2020Edition: 1st ed. 2020Description: 1 Online-Ressource(XI, 97 p. 56 illus.)ISBN:

9783030457044

Subject(s):

Additional physical formats: 9783030457037 | 9783030457051 | 9783030457068 | Erscheint auch als: 9783030457037 Druck-Ausgabe | Erscheint auch als: 9783030457051 Druck-Ausgabe | Erscheint auch als: 9783030457068 Druck-AusgabeDOI: DOI: 10.1007/978-3-030-45704-4Online resources:

Summary: 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. .Summary: 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.PPN: PPN: 1734625821Package identifier: Produktsigel: ZDB-2-SCS | ZDB-2-SEB | ZDB-2-SXCS

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