Digital phenotyping and mobile sensing : new developments in psychoinformatics / Christian Montag, Harald Baumeister, editors.
Montag, Christian, editor.; Baumeister, Harald, editor.
2023
BF39.5
Available Online

Linked e-resources

Linked Resource Online Access
Concurrent users Unlimited
Authorized users Authorized users
Document Delivery Supplied Can lend chapters, not whole ebooks

Details

Title Digital phenotyping and mobile sensing : new developments in psychoinformatics / Christian Montag, Harald Baumeister, editors.
Edition Second edition.
ISBN 9783030985462 (electronic bk.)
3030985466 (electronic bk.)
9783030985455
3030985458
DOI https://doi.org/10.1007/978-3-030-98546-2
Published Cham : Springer, [2023]
Copyright ©2023
Language English
Description 1 online resource : illustrations (some color).
Item Number 10.1007/978-3-030-98546-2 doi
Call Number BF39.5
Dewey Decimal Classification 150.285
Summary This book offers a snapshot of cutting-edge applications of digital phenotyping and mobile sensing for studying human behavior and planning innovative e-healthcare interventions. The respective chapters, written by authoritative researchers, cover both theoretical perspectives and good scientific and professional practices related to the use and development of these technologies. They share novel insights into established applications of mobile sensing, such as predicting personality or mental and behavioral health on the basis of smartphone usage patterns, and highlight emerging trends, such as the use of machine learning, big data and deep learning approaches, and the combination of mobile sensing with AI and expert systems. Important issues relating to privacy and ethics are analyzed, together with selected case studies. This thoroughly revised and extended second edition provides researchers and professionals with extensive information on the latest developments in the field of digital phenotyping and mobile sensing. It gives a special emphasis to trends in diagnostics systems and AI applications, suggesting important future directions for research in public health and social sciences.
Access Note Access limited to authorized users.
Source of Description Description based on print version record.
Added Author Montag, Christian, editor.
Baumeister, Harald, editor.
Series Studies in neuroscience, psychology and behavioral economics.
Available in Other Form Digital phenotyping and mobile sensing.
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
Chapter 1: Digital Phenotyping and Mobile Sensing In PsychoinformaticsA Rapidly Evolving Interdisciplinary Research Endeavor
Chapter 2: Ethical Considerations of Digital Phenotyping from the Perspective of a Healthcare Practitioner
Chapter 3: Computerized Facial Emotion Expression Recognition
Chapter 4: An Overview on Doing Psychodiagnostics in Personality Psychology and Tracking Physical Activity via Smartphones. .

Browse Subjects

Show more subjects...

Statistics

from
to
Export