Robust multimodal cognitive load measurement. ([2016])

• Record Type: Book
• Further Information: Note: Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway.
• Authors: (Researcher on machine learning), Chen, Fang; Zhou, Jianlong; (Researcher on machine learning), Wang, Yang; (Researcher on human-computer interaction), Yu, Kun; Arshad, Syed Z; Khawaji, Ahmad; (Researcher on human-machine systems), Conway, Dan
• Contents: Preface -- Part I. Preliminaries. Introduction -- The State-of-The-Art -- Theoretical Aspects of Multimodal Cognitive Load Measures -- Part II. Physiological Measurement. Eye Based Measures. Galvanic Skin Response Based Measures -- Part III. Behavioural Measurement. Linguistic Feature Based Measures. Speech Signal Based Measures -- Pen Input Based Measures -- Mouse Based Measures -- Part IV. Multimodal Measures and Affecting Factors. Multimodal Measures and Data Fusion -- Emotion and Cognitive Load -- Stress and Cognitive Load -- Trust and Cognitive Load -- Part V. Making Cognitive Load Measurement Accessible. Dynamic Cognitive Load Adjustments in A Feedback Loop -- Real-Time Cognitive Load Measurement: Data Streaming Approach -- Applications of Cognitive Load Measurement -- Part VI. Conclusions. Cognitive Load Measurement in Perspectives.
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Copyright Date: 2016
• Extent: 1 online resource (xiv, 254 pages), illustrations (some color)
• Subjects: 004.01/9; Computer science; User-centered system design; Human-computer interaction; Multimodal user interfaces (Computer systems); COMPUTERS / Computer Literacy; COMPUTERS / Computer Science; COMPUTERS / Data Processing; COMPUTERS / Hardware / General; COMPUTERS / Information Technology; COMPUTERS / Machine Theory; COMPUTERS / Reference; Human-computer interaction; Multimodal user interfaces (Computer systems); User-centered system design; Psychology -- Experimental Psychology; Computers -- Computer Vision & Pattern Recognition; Physiological & neuro-psychology, biopsychology; Pattern recognition; Applied psychology; Biometrics; Computers -- User Interfaces; User interface design & usability; Electronic books
• Languages: English
• ISBNs: 9783319317007; 3319317008
• Related ISBNs: 9783319316987; 3319316982
• Notes: Note: Includes bibliographical references.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.