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, 2520-1689 . - 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.
9783030457044
10.1007/978-3-030-45704-4 doi
User interfaces (Computer systems).
Human-computer interaction.
Software engineering.
Cognitive psychology.
Data protection.
User Interfaces and Human Computer Interaction.
Software Engineering.
Cognitive Psychology.
Data and Information Security.
QA76.9.U83 QA76.9.H85
005.437 004.019
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, 2520-1689 . - 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.
9783030457044
10.1007/978-3-030-45704-4 doi
User interfaces (Computer systems).
Human-computer interaction.
Software engineering.
Cognitive psychology.
Data protection.
User Interfaces and Human Computer Interaction.
Software Engineering.
Cognitive Psychology.
Data and Information Security.
QA76.9.U83 QA76.9.H85
005.437 004.019