Chen Robust Multimodal Cognitive Load Measurement 9783319316987

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Автор: Chen (Чен)
Название: Robust Multimodal Cognitive Load Measurement
Перевод названия: Чен: Надежное мультимодальное измерение когнитивной нагрузки
ISBN: 9783319316987
Издательство: Springer
Классификация:

Физиологическая и нейропсихология, биопсихология

Распознавание образов

Взаимодействие человека и компьютера

Разработка и эксплуатационная простота пользовательского интерфейса

ISBN-10: 3319316982
Обложка/Формат: Hardback
Страницы: 254
Вес: 0.63 кг.
Дата издания: 2016
Серия: Human–Computer Interaction Series
Язык: English
Иллюстрации: 66 black & white illustrations, 65 colour illustrations, 82 colour tables, biography
Размер: 163 x 241 x 20
Читательская аудитория: General (us: trade)
Основная тема: Computer Science
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book explores robust multimodal cognitiveload measurement with physiological and behavioural modalities, which involve theeye, Galvanic Skin Response, speech, language, pen input, mouse movement andmultimodality fusions. Factors including stress, trust, and environmentalfactors such as illumination are discussed regarding their implications forcognitive load measurement. Furthermore, dynamic workload adjustment andreal-time cognitive load measurement with data streaming are presented in orderto make cognitive load measurement accessible by more widespread applicationsand users. Finally, application examples are reviewed demonstrating thefeasibility of multimodal cognitive load measurement in practical applications.This is thefirst book of its kind to systematically introduce various computationalmethods for automatic and real-time cognitive load measurement and by doing somoves the practical application of cognitive load measurement from the domainof the computer scientist and psychologist to more general end-users, ready forwidespread implementation.Robust Multimodal CognitiveLoad Measurement is intended for researchers and practitioners involved with cognitiveload studies and communities within the computer, cognitive, and socialsciences. The book will especially benefit researchers in areas like behaviouranalysis, social analytics, human-computer interaction (HCI), intelligentinformation processing, and decision support systems.
Дополнительное описание: Preface.- Part I: Preliminaries.-Introduction.- The State-of-The-Art.- Theoretical Aspects of MultimodalCognitive Load Measures.- Part II: Physiological Measurement.- Eye BasedMeasures. Galvanic Skin Response Based Measures.- Part III: BehaviouralMeasurem

Robust Multimodal Cognitive Load Measurement, Chen