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Chapter

Cognitive modeling for human performance predictions

Chapter

Cognitive modeling for human performance predictions

DOI link for Cognitive modeling for human performance predictions

Cognitive modeling for human performance predictions book

Cognitive modeling for human performance predictions

DOI link for Cognitive modeling for human performance predictions

Cognitive modeling for human performance predictions book

ByAdedeji B. Badiru, Sharon C. Bommer
BookWork Design A Systematic Approach

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Edition 1st Edition
First Published 2017
Imprint CRC Press
Pages 12
eBook ISBN 9781315152875

ABSTRACT

This chapter introduces the cognitive modeling of human performance in process design and modification as a method to justify the mental load of work design. It covers some human performance modeling (HPM) tools that incorporate cognitive modeling for work system design and modification. The term HPM is used to define systems that simulate human decision making and actions, which are basically synonymous with cognitive simulation and artificial intelligence. Methods for analyzing human performance in the design stage include prototyping, human-in-the-loop (HITL) simulation, and human-out-of-the-loop (HOOTL) simulation. An HITL simulation is a modeling framework that involves human interaction. HITL simulations give researchers and analysts the ability to study the complexities of a system with human involvement from a holistic perspective. Task network modeling is an approach to modeling human performance that organizes task sequences in a manner to represent the human-machine system.

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