Cognitive modeling for automated human performance evaluation at scale

by Yuan, Haiyue

Type Book

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Title Statements

Full title :Cognitive modeling for automated human performance evaluation at scale / Haiyue Yuan, Shujun Li, Patrice Rusconi.

Summary

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.

Edition Statements

Publication Date:2020.

Publication Statements

Publisher(s):Springer
Place of Publication:Cham, Switzerland
Language:eng
Publication Date:2020.

The Physical Object

Description:1 online resource

Edition Identifiers

ISBN:9783030457044, 3030457044
DOI:10.1007/978-3-030-45704-4
oclc:on1196839393
LC Classification:QA76.9H85
Dewey Decimal:004.01/9

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.

Subjects

Cognition & Cognitive Psychology Cognitive psychology Computer security COMPUTERS -- Security COMPUTERS -- Software Development & Eng… COMPUTERS -- User Interfaces Data protection Eye tracking Human-computer interaction -- Evaluation Oculométrie Psychologie cognitive PSYCHOLOGY -- Cognitive Psychology Software Engineering User interface design & usability User interfaces (Computer systems)