LEADER 02880nam 2200505 450 001 996465345303316 005 20210215191759.0 010 $a3-030-45704-4 024 7 $a10.1007/978-3-030-45704-4 035 $a(CKB)4100000011457750 035 $a(DE-He213)978-3-030-45704-4 035 $a(MiAaPQ)EBC6351727 035 $a(PPN)250221144 035 $a(EXLCZ)994100000011457750 100 $a20210215d2020 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aCognitive modeling for automated human performance evaluation at scale /$fHaiyue Yuan, Shujun Li, Patrice Rusconi 205 $a1st ed. 2020. 210 1$aCham, Switzerland :$cSpringer,$d[2020] 210 4$dİ2020 215 $a1 online resource (XI, 97 p. 56 illus.) 225 1 $aSpringerBriefs in Human-Computer Interaction 311 $a3-030-45703-6 327 $aIntroduction -- 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. . 330 $aCognitive models and software tools have been widely used for both research and commercial purposes. Although they have proved very useful, there are some limitations preventing large-scale modeling and simulation tasks to be carried out efficiently and effectively. In this book, we aim to provide readers with a systematic overview of state-of-the-art cognitive modeling software tools and applications and an introduction to a new software framework for facilitating large-scale modeling and simulation of human-performance tasks. The authors first review cognitive modeling theories and then present an overview of state-of-the-art software tools for cognitive modeling and simulation. Finally, the book focuses on the new software framework and a research prototype called CogTool+, including how to incorporate behavioral data such as eye-tracking data in modeling and simulation tasks. Typical applications of CogTool+ in HCI and cyber security are given to demonstrate its usefulness. 410 0$aSpringerBriefs in human-computer interaction. 606 $aHuman-computer interaction$xEvaluation$xMathematical models 606 $aEye tracking 606 $aCognitive psychology 615 0$aHuman-computer interaction$xEvaluation$xMathematical models. 615 0$aEye tracking. 615 0$aCognitive psychology. 676 $a004.019 700 $aYuan$b Haiyue$0952599 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996465345303316 996 $aCognitive modeling for automated human performance evaluation at scale$92153520 997 $aUNISA