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Robust Multimodal Cognitive Load MeasurementPen Input Based Measures

Robust Multimodal Cognitive Load Measurement: Pen Input Based Measures [This chapter introduces methods to examine cognitive load via writing and pen-based features, including writing velocity, pen pressure, writing gestures and additional features derived from these signals. Based on the examination of different types of script, including text, digits and sketches, we show that cognitive load with behavioural features are affected by both text content and writing direction.] http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png

Robust Multimodal Cognitive Load MeasurementPen Input Based Measures

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Publisher
Springer International Publishing
Copyright
© Springer International Publishing Switzerland 2016
ISBN
978-3-319-31698-7
Pages
133 –145
DOI
10.1007/978-3-319-31700-7_8
Publisher site
See Chapter on Publisher Site

Abstract

[This chapter introduces methods to examine cognitive load via writing and pen-based features, including writing velocity, pen pressure, writing gestures and additional features derived from these signals. Based on the examination of different types of script, including text, digits and sketches, we show that cognitive load with behavioural features are affected by both text content and writing direction.]

Published: Jun 15, 2016

Keywords: Cognitive Load; Recognition Performance; Calculation Task; Mental Resource; High Cognitive Load

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