Digital phenotyping and mobile sensing : new developments in psychoinformatics / Christian Montag, Harald Baumeister, editors.
2023
BF39.5
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
3030985466 (electronic bk.)
9783030985455
3030985458
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.
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
All Resources
Table of Contents
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. .
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. .