Overview
- Offers a practice-oriented guide to tools and technologies used for studying human behavior
- Describes ways to deal with privacy, ethical and social concerns
- Thoroughly revised, updated and extended second edition
Part of the book series: Studies in Neuroscience, Psychology and Behavioral Economics (SNPBE)
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Table of contents (31 chapters)
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Front Matter
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Applications in Psycho-Social Sciences
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Front Matter
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Applications in Health Sciences
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Front Matter
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Keywords
- Smartphone and behavior
- Passive sensing in mental health
- Mathematical models of users' mood
- Internet-of-Things in psychodiagnostics
- Ecological Momentary Assessments of tinnitus
- Digital biomarkers of mood and cognition
- Big data in psychology
- Behavioral phenotyping
- Digital phenotyping in healthcare
- Limitations of self-report data in psychology
- Smartphone applications for personality assessment
- Machine learning analysis of behavioral data
- Deep learning for speech recognition
- Developments of Ecological Momentary Assessment
- Recogniton of facial emotion expression
About this book
Editors and Affiliations
About the editors
Christian Montag is Professor for Molecular Psychology at Ulm University, Germany. From 2016 to 2022, he has been a visiting professor at the University of Electronic Science and Technology of China, in Chengdu. He received his diploma and PhD degree in psychology in 2006 and 2009, respectively, and his habilitation in the same field in 2011. Christian Montag's research has been dealing with various topics relating to molecular genetics of personality and emotions, affective neuroscience, neuroeconomics, internet addiction, and psychoinformatics. He has also been involved in developing applications to track human behavior via smartphones.
Harald Baumeister is Professor for Clinical Psychology and Psychotherapy, and Head of the Psychotherapeutic outpatient clinic at Ulm University, Germany. He received his diploma and PhD in psychology in 2001 and 2005, respectively. In 2007, he gained his professional license to work as a psychotherapist, and received his habilitation in psychology in 2012. Harald Baumeister´s research focuses on e-mental- and e-behavioral health. He has developed and evaluated several strategies for Internet- and Mobile-based Interventions (IMI) and Diagnostics for both mental and somatic, and primary and secondary, care settings. More recently, he started to leverage interdisciplinary competencies to level up IMI-and mental health research by bringing together informatics and data science with engineering, biological, psychological/psychotherapeutic and medical expertise. Big data-based machine learning approaches, deep learning- and artificial intelligence-based mental- and behavioral health solutions, as well as adaptive, smart sensing-informed interventional approaches are just some of his current research topics.
Bibliographic Information
Book Title: Digital Phenotyping and Mobile Sensing
Book Subtitle: New Developments in Psychoinformatics
Editors: Christian Montag, Harald Baumeister
Series Title: Studies in Neuroscience, Psychology and Behavioral Economics
DOI: https://doi.org/10.1007/978-3-030-98546-2
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023
Hardcover ISBN: 978-3-030-98545-5Published: 23 July 2022
Softcover ISBN: 978-3-030-98548-6Published: 23 July 2023
eBook ISBN: 978-3-030-98546-2Published: 22 July 2022
Series ISSN: 2196-6605
Series E-ISSN: 2196-6613
Edition Number: 2
Number of Pages: XIV, 457
Number of Illustrations: 18 b/w illustrations, 69 illustrations in colour
Topics: Biomedical Engineering and Bioengineering, Health Informatics, Health Psychology, User Interfaces and Human Computer Interaction