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Digital Phenotyping and Mobile Sensing: New Developments in Psychoinformatics
Hardcover
Series: Studies in Neuroscience, Psychology and Behavioral Economics
Technology & EngineeringGeneral ComputersGeneral Psychology
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ISBN13: 9783030316198
Publisher: Springer Nature
Published: Nov 13 2019
Pages: 291
Weight: 1.35
Height: 0.75 Width: 6.14 Depth: 9.21
Language: English
This book offers a snapshot of cutting-edge applications of mobile sensing for digital phenotyping in the field of Psychoinformatics. The respective chapters, written by authoritative researchers, cover various aspects related to the use of these technologies in health, education, and cognitive science research. They share insights both into established applications of mobile sensing (such as predicting personality or mental and behavioral health on the basis of smartphone usage patterns) and emerging trends. Machine learning and deep learning approaches are discussed, and important considerations regarding privacy risks and ethical issues are assessed.
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