LEADER 04948nam 22006255 450 001 9910254997403321 005 20200705033040.0 010 $a3-319-31700-8 024 7 $a10.1007/978-3-319-31700-7 035 $a(CKB)3710000000732172 035 $a(DE-He213)978-3-319-31700-7 035 $a(MiAaPQ)EBC4557252 035 $a(PPN)194375935 035 $a(EXLCZ)993710000000732172 100 $a20160614d2016 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aRobust Multimodal Cognitive Load Measurement /$fby Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway 205 $a1st ed. 2016. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2016. 215 $a1 online resource (XIV, 254 p. 131 illus., 65 illus. in color.) 225 1 $aHuman?Computer Interaction Series,$x1571-5035 311 $a3-319-31698-2 320 $aIncludes bibliographical references at the end of each chapters. 327 $aPreface -- 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. 330 $aThis book explores robust multimodal cognitive load measurement with physiological and behavioural modalities, which involve the eye, Galvanic Skin Response, speech, language, pen input, mouse movement and multimodality fusions. Factors including stress, trust, and environmental factors such as illumination are discussed regarding their implications for cognitive load measurement. Furthermore, dynamic workload adjustment and real-time cognitive load measurement with data streaming are presented in order to make cognitive load measurement accessible by more widespread applications and users. Finally, application examples are reviewed demonstrating the feasibility of multimodal cognitive load measurement in practical applications. This is the first book of its kind to systematically introduce various computational methods for automatic and real-time cognitive load measurement and by doing so moves the practical application of cognitive load measurement from the domain of the computer scientist and psychologist to more general end-users, ready for widespread implementation. Robust Multimodal Cognitive Load Measurement is intended for researchers and practitioners involved with cognitive load studies and communities within the computer, cognitive, and social sciences. The book will especially benefit researchers in areas like behaviour analysis, social analytics, human-computer interaction (HCI), intelligent information processing, and decision support systems. 410 0$aHuman?Computer Interaction Series,$x1571-5035 606 $aUser interfaces (Computer systems) 606 $aPsychobiology 606 $aBiometry 606 $aUser Interfaces and Human Computer Interaction$3https://scigraph.springernature.com/ontologies/product-market-codes/I18067 606 $aBiological Psychology$3https://scigraph.springernature.com/ontologies/product-market-codes/Y20020 606 $aBiometrics$3https://scigraph.springernature.com/ontologies/product-market-codes/I22040 615 0$aUser interfaces (Computer systems) 615 0$aPsychobiology. 615 0$aBiometry. 615 14$aUser Interfaces and Human Computer Interaction. 615 24$aBiological Psychology. 615 24$aBiometrics. 676 $a005.437 676 $a4.019 700 $aChen$b Fang$4aut$4http://id.loc.gov/vocabulary/relators/aut$09032 702 $aZhou$b Jianlong$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aWang$b Yang$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aYu$b Kun$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aArshad$b Syed Z$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aKhawaji$b Ahmad$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aConway$b Dan$4aut$4http://id.loc.gov/vocabulary/relators/aut 906 $aBOOK 912 $a9910254997403321 996 $aRobust Multimodal Cognitive Load Measurement$91953980 997 $aUNINA