Cognitive Modeling for Automated Human Performance Evaluation at Scale / Human-Computer Interaction Series (PDF)
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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.
Dr Haiyue Yuan is currently a Postdoctoral Research Fellow at the Centre for Vision, Speech, and Signal Processing (CVSSP), at the University of Surrey. He received his BEng in Mobile Communication Systems and MSc in Finance at the University of Sheffield. He earned his PhD in Electronic Engineering/Human Computer Interaction (HCI) from the CVSSP at the University of Surrey in 2013, where his research focuses on user aspects of stereoscopic 3D video
Shujun Li is Professor of Cyber Security at the School of Computing, University of Kent. He is directing the Kent Interdisciplinary Research Centre in Cyber Security (KirCCS), a UK government recognised Academic Centre of Excellence in Cyber Security Research (ACE-CSR). His research interests are mostly around interdisciplinary topics covering cyber security, digital forensics and cybercrime, human factors, multimedia computing, and practical applications of artificial intelligence and discrete optimization. Due to the interdisciplinary nature of his research, He is actively working with researchers from other disciplines such as Electronic Engineering, Psychology, Sociology, Law, and Business. He was/is leading a number of research projects as the lead investigator. He has published over 100 peer-reviewed research papers at international journals and conferences and received two Best Paper Awards. In 2012 he received an ISO/IEC Certificate of Appreciation, for being the lead editor of ISO/IEC 23001-4:2011 "Information technology - MPEG systems technologies - Part 4: Codec configuration representation", the 2nd edition of the MPEG RVC (Reconfigurable Video Coding) standard. He was/is on the editorial boards of a number of international journals, and has been on the organising or technical program committees of over 100 international conferences and workshops.
- Autoren: Haiyue Yuan , Shujun Li , Patrice Rusconi
- 2020, 1st ed. 2020, 97 Seiten, Englisch
- Verlag: Springer International Publishing
- ISBN-10: 3030457044
- ISBN-13: 9783030457044
- Erscheinungsdatum: 16.09.2020
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