000 | 04439nam a22005895i 4500 | ||
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001 | 978-3-319-31700-7 | ||
003 | DE-He213 | ||
005 | 20180206182939.0 | ||
007 | cr nn 008mamaa | ||
008 | 160614s2016 gw | s |||| 0|eng d | ||
020 |
_a9783319317007 _9978-3-319-31700-7 |
||
050 | 4 | _aQA76.9.U83 | |
050 | 4 | _aQA76.9.H85 | |
072 | 7 |
_aUYZG _2bicssc |
|
072 | 7 |
_aCOM070000 _2bisacsh |
|
082 | 0 | 4 |
_a005.437 _223 |
082 | 0 | 4 |
_a4.019 _223 |
100 | 1 |
_aChen, Fang. _eauthor. |
|
245 | 1 | 0 |
_aRobust Multimodal Cognitive Load Measurement _h[recurso electrónico] / _cby Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway. |
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2016. |
|
300 |
_aXIV, 254 p. 131 illus., 65 illus. in color. _bonline resource. |
||
336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
||
338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
||
490 | 1 |
_aHuman?Computer Interaction Series, _x1571-5035 |
|
505 | 0 | _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. | |
520 | _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. | ||
650 | 0 | _aComputer science. | |
650 | 0 | _aUser interfaces (Computer systems). | |
650 | 0 | _aBiometrics (Biology). | |
650 | 0 | _aBiological psychology. | |
650 | 1 | 4 | _aComputer Science. |
650 | 2 | 4 | _aUser Interfaces and Human Computer Interaction. |
650 | 2 | 4 | _aBiological Psychology. |
650 | 2 | 4 | _aBiometrics. |
700 | 1 |
_aZhou, Jianlong. _eauthor. |
|
700 | 1 |
_aWang, Yang. _eauthor. |
|
700 | 1 |
_aYu, Kun. _eauthor. |
|
700 | 1 |
_aArshad, Syed Z. _eauthor. |
|
700 | 1 |
_aKhawaji, Ahmad. _eauthor. |
|
700 | 1 |
_aConway, Dan. _eauthor. |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer eBooks | |
776 | 0 | 8 |
_iPrinted edition: _z9783319316987 |
830 | 0 |
_aHuman?Computer Interaction Series, _x1571-5035 |
|
856 | 4 | 0 |
_zLibro electrónico _uhttp://148.231.10.114:2048/login?url=http://dx.doi.org/10.1007/978-3-319-31700-7 |
912 | _aZDB-2-SCS | ||
942 | _cLIBRO_ELEC | ||
999 |
_c225584 _d225584 |