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001 978-3-030-45704-4
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020 _a9783030457044
_9978-3-030-45704-4
024 7 _a10.1007/978-3-030-45704-4
_2doi
050 4 _aQA76.9.U83
050 4 _aQA76.9.H85
072 7 _aUYZ
_2bicssc
072 7 _aCOM079010
_2bisacsh
072 7 _aUYZ
_2thema
082 0 4 _a005.437
_223
082 0 4 _a004.019
_223
100 1 _aYuan, Haiyue.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aCognitive Modeling for Automated Human Performance Evaluation at Scale
_h[electronic resource] /
_cby Haiyue Yuan, Shujun Li, Patrice Rusconi.
250 _a1st ed. 2020.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2020.
300 _aXI, 97 p. 56 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringerBriefs in Human-Computer Interaction,
_x2520-1689
505 0 _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. .
520 _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.
650 0 _aUser interfaces (Computer systems).
650 0 _aHuman-computer interaction.
650 0 _aSoftware engineering.
650 0 _aCognitive psychology.
650 0 _aData protection.
650 1 4 _aUser Interfaces and Human Computer Interaction.
650 2 4 _aSoftware Engineering.
650 2 4 _aCognitive Psychology.
650 2 4 _aData and Information Security.
700 1 _aLi, Shujun.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aRusconi, Patrice.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030457037
776 0 8 _iPrinted edition:
_z9783030457051
776 0 8 _iPrinted edition:
_z9783030457068
830 0 _aSpringerBriefs in Human-Computer Interaction,
_x2520-1689
856 4 0 _uhttps://doi.org/10.1007/978-3-030-45704-4
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
999 _c175707
_d175707