Christian Montag

Harald Baumeister

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.”

New Developments in Psychoinformatics

Digital Phenotyping and Mobile Sensing

Martin Reuter

The second edition of this successful book provides further and in-depth insight into theoretical models dealing with Internet addiction, as well as includes new therapeutical approaches. The editors also broach the emerging topic of smartphone addiction. This book combines a scholarly introduction with state-of-the-art research in the characterization of Internet addiction. It is intended for a broad audience including scientists, students and practitioners. The first part of the book contains an introduction to Internet addiction and their pathogenesis. The second part of the book is dedicated to an in-depth review of neuroscientific findings which cover studies using a variety of biological techniques including brain imaging and molecular genetics. The third part of the book focuses on therapeutic interventions for Internet addiction. The fourth part of the present book is an extension to the first edition and deals with a new emerging potential disorder related to Internet addiction – smartphone addiction. Moreover, in this second edition of the book new content has been added. Among others, the reader will find an overview of theoretical models dealing with Internet addiction, results from twin studies in the context of Internet addiction and additional insights into therapeutic approaches to Internet addiction.

Neuroscientific Approaches and Therapeutical Implications Including Smartphone Addiction

Internet Addiction

Das vorliegende essential beschäftigt sich mit der Nutzung des Smartphones und gibt Antworten darauf, warum wir immer mehr Zeit mit diesen Geräten verbringen. Es wird beschrieben, welche Gruppen besonders von einer übermäßigen Smartphone-Nutzung betroffen sind. Zusätzlich wird der Frage nachgegangen, ob digitale Welten tatsächlich unser Gehirn verändern. Außerdem: Wie sieht eine gesunde Smartphone-Nutzung in der Familie und am Arbeitsplatz aus? Das Buch hält Tipps für einen möglichst stressfreien Umgang mit digitalen Welten bereit, damit wir wieder lernen, im Hier und Jetzt zu leben.

Christian Montag

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