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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Medizin Allg. & Lexika Digital Phenotyping and Mobile Sensing
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Digital Phenotyping and Mobile Sensing
(Gebundene Ausgabe, Englisch)
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Beschreibung
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.
In addition to essential background information on various technologies and theoretical methods, the book also presents relevant case studies and good scientific practices, thus addressing researchers and professionals alike. To cite Thomas R. Insel, who wrote the foreword to this book: “Patients will only use digital phenotyping if it solves a problem, perhaps a digital smoke alarm that can prevent a crisis. Providers will only use digital phenotyping if it fits seamlessly into their crowded workflow. If we can earn public trust, there is every reason to be excited about this new field. Suddenly, studying human behavior at scale, over months and years, is feasible.” Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
13.11.2019
Sprache
Englisch
EAN
9783030316198
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Studies in Neuroscience, Psychology and Behavioral Economics
Sonderedition
Nein
Seitenanzahl
291
Auflage
1st edition 2020
Einbandart
Gebundene Ausgabe
Buch Untertitel
New Developments in Psychoinformatics
Schlagwörter
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
Thema-Inhalt
TCB - Biotechnologie
MBNH9 - Gesundheitspsychologie
MQW - Biomedizinische Technik
UYZ - Mensch-Computer-Interaktion
UXT - Computeranwendungen in Industrie und Technologie
Höhe
235 mm
Breite
15.5 cm
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