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03771nam a22005895i 4500 |
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978-3-030-45704-4 |
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|a Yuan, Haiyue.
|e author.
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|4 http://id.loc.gov/vocabulary/relators/aut
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| 245 |
1 |
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|a Cognitive Modeling for Automated Human Performance Evaluation at Scale
|h [electronic resource] /
|c by Haiyue Yuan, Shujun Li, Patrice Rusconi.
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| 250 |
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|a 1st ed. 2020.
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| 264 |
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1 |
|a Cham :
|b Springer International Publishing :
|b Imprint: Springer,
|c 2020.
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| 300 |
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|a XI, 97 p. 56 illus.
|b online resource.
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|a text
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|a SpringerBriefs in Human-Computer Interaction,
|x 2520-1670
|
| 505 |
0 |
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|a 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. .
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| 520 |
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|a 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.
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| 650 |
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0 |
|a User interfaces (Computer systems).
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| 650 |
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0 |
|a Software engineering.
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| 650 |
|
0 |
|a Cognitive psychology.
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| 650 |
|
0 |
|a Data protection.
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| 650 |
1 |
4 |
|a User Interfaces and Human Computer Interaction.
|0 https://scigraph.springernature.com/ontologies/product-market-codes/I18067
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| 650 |
2 |
4 |
|a Software Engineering.
|0 https://scigraph.springernature.com/ontologies/product-market-codes/I14029
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| 650 |
2 |
4 |
|a Cognitive Psychology.
|0 https://scigraph.springernature.com/ontologies/product-market-codes/Y20060
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| 650 |
2 |
4 |
|a Security.
|0 https://scigraph.springernature.com/ontologies/product-market-codes/I28000
|
| 700 |
1 |
|
|a Li, Shujun.
|e author.
|4 aut
|4 http://id.loc.gov/vocabulary/relators/aut
|
| 700 |
1 |
|
|a Rusconi, Patrice.
|e author.
|4 aut
|4 http://id.loc.gov/vocabulary/relators/aut
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| 710 |
2 |
|
|a SpringerLink (Online service)
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|t Springer Nature eBook
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|i Printed edition:
|z 9783030457037
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| 950 |
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| 950 |
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|a Computer Science (R0) (SpringerNature-43710)
|
