Modeling, Evaluating, and Predicting it
β Konstantina Richter, Reiner R. Dumke
π Library
π
2015
π Auerbach Publishers Inc.
π English
β¦ LIBER β¦
π
Cognitive Modeling for Automated Human Performance Evaluation at Scale
β Scribed by Haiyue Yuan, Shujun Li, Patrice Rusconi
- Publisher
- Springer International Publishing;Springer
- Year
- 2020
- Tongue
- English
- Leaves
- 105
- Series
- HumanβComputer Interaction Series
- Edition
- 1st ed.
- Category
- Library
β¬ Acquire This Volume
No coin nor oath required. For personal study only.
β¦ Synopsis
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.
β¦ Table of Contents
Front Matter ....Pages i-xi
Introduction (Haiyue Yuan, Shujun Li, Patrice Rusconi)....Pages 1-4
Cognitive Approaches to Human Computer Interaction (Haiyue Yuan, Shujun Li, Patrice Rusconi)....Pages 5-15
Review of Cognitive Modeling Software Tools (Haiyue Yuan, Shujun Li, Patrice Rusconi)....Pages 17-26
Integration of Behavioral Data (Haiyue Yuan, Shujun Li, Patrice Rusconi)....Pages 27-58
Large-Scale Human Performance Modeling Framework (Haiyue Yuan, Shujun Li, Patrice Rusconi)....Pages 59-73
Example Applications of CogTool+ (Haiyue Yuan, Shujun Li, Patrice Rusconi)....Pages 75-93
Conclusion and Future Work (Haiyue Yuan, Shujun Li, Patrice Rusconi)....Pages 95-97
β¦ Subjects
Computer Science; User Interfaces and Human Computer Interaction; Software Engineering; Cognitive Psychology; Security
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