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Robust Multimodal Cognitive Load Measurement
Engels
249 b
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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.§
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