02880nam 2200505 450 99646534530331620210215191759.03-030-45704-410.1007/978-3-030-45704-4(CKB)4100000011457750(DE-He213)978-3-030-45704-4(MiAaPQ)EBC6351727(PPN)250221144(EXLCZ)99410000001145775020210215d2020 uy 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierCognitive modeling for automated human performance evaluation at scale /Haiyue Yuan, Shujun Li, Patrice Rusconi1st ed. 2020.Cham, Switzerland :Springer,[2020]©20201 online resource (XI, 97 p. 56 illus.) SpringerBriefs in Human-Computer Interaction3-030-45703-6 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.SpringerBriefs in human-computer interaction.Human-computer interactionEvaluationMathematical modelsEye trackingCognitive psychologyHuman-computer interactionEvaluationMathematical models.Eye tracking.Cognitive psychology.004.019Yuan Haiyue952599MiAaPQMiAaPQMiAaPQBOOK996465345303316Cognitive modeling for automated human performance evaluation at scale2153520UNISA