Robust Multimodal Cognitive Load Measurement

Robust Multimodal Cognitive Load Measurement
Author :
Publisher : Springer
Total Pages : 253
Release :
ISBN-10 : 9783319317007
ISBN-13 : 3319317008
Rating : 4/5 (07 Downloads)

Book Synopsis Robust Multimodal Cognitive Load Measurement by : Fang Chen

Download or read book Robust Multimodal Cognitive Load Measurement written by Fang Chen and published by Springer. This book was released on 2016-06-14 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores robust multimodal cognitive load measurement with physiological and behavioural modalities, which involve the eye, Galvanic Skin Response, speech, language, pen input, mouse movement and multimodality fusions. Factors including stress, trust, and environmental factors such as illumination are discussed regarding their implications for cognitive load measurement. Furthermore, dynamic workload adjustment and real-time cognitive load measurement with data streaming are presented in order to make cognitive load measurement accessible by more widespread applications and users. Finally, application examples are reviewed demonstrating the feasibility of multimodal cognitive load measurement in practical applications. This is the first book of its kind to systematically introduce various computational methods for automatic and real-time cognitive load measurement and by doing so moves the practical application of cognitive load measurement from the domain of the computer scientist and psychologist to more general end-users, ready for widespread implementation. Robust Multimodal Cognitive Load Measurement is intended for researchers and practitioners involved with cognitive load studies and communities within the computer, cognitive, and social sciences. The book will especially benefit researchers in areas like behaviour analysis, social analytics, human-computer interaction (HCI), intelligent information processing, and decision support systems.


Robust Multimodal Cognitive Load Measurement Related Books

Robust Multimodal Cognitive Load Measurement
Language: en
Pages: 253
Authors: Fang Chen
Categories: Computers
Type: BOOK - Published: 2016-06-14 - Publisher: Springer

DOWNLOAD EBOOK

This book explores robust multimodal cognitive load measurement with physiological and behavioural modalities, which involve the eye, Galvanic Skin Response, sp
Cognitive Load Measurement and Application
Language: en
Pages: 342
Authors: Robert Z. Zheng
Categories: Education
Type: BOOK - Published: 2017-11-22 - Publisher: Routledge

DOWNLOAD EBOOK

Cognitive Load Measurement and Application provides up-to-date research and theory on the functional role of cognitive load measurement and its application in m
The Handbook of Multimodal-Multisensor Interfaces, Volume 2
Language: en
Pages: 541
Authors: Sharon Oviatt
Categories: Computers
Type: BOOK - Published: 2018-10-08 - Publisher: Morgan & Claypool

DOWNLOAD EBOOK

The Handbook of Multimodal-Multisensor Interfaces provides the first authoritative resource on what has become the dominant paradigm for new computer interfaces
Emotion and Stress Recognition Related Sensors and Machine Learning Technologies
Language: en
Pages: 550
Authors: Kyandoghere Kyamakya
Categories: Technology & Engineering
Type: BOOK - Published: 2021-09-01 - Publisher: MDPI

DOWNLOAD EBOOK

This book includes impactful chapters which present scientific concepts, frameworks, architectures and ideas on sensing technologies and machine learning techni
Intelligent Information and Database Systems
Language: en
Pages: 766
Authors: Ngoc Thanh Nguyen
Categories: Computers
Type: BOOK - Published: 2022-12-08 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book constitutes the refereed proceedings of the 14th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2022, held Ho Chi Minh City,