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. 

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."

This book represents one of the cornerstones of the series Studies in Neuroscience, Psychology and Behavioral Economics. It is divided into eight sections, starting with an introduction to neuroeconomics followed by an overview of frequently applied experimental paradigms (games) in neuroeconomics research. Furthermore, it addresses the molecular basis of human decision making, environmental/situational factors and social contexts influencing human decision making, as well as translational and developmental/clinical approaches to neuroeconomics. In closing, a paper on neuro-marketing demonstrates how knowledge from neuroeconomics research can be applied in "real life." Culminating in an extensive methods section, in which eight different neuroscience techniques are introduced, the book offers an essential resource for researchers and practitioners, and may also be beneficial for graduate students.

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.

This book represents one of the cornerstones of the series Studies in Neuroscience, Psychology and Behavioral Economics. It is divided into eight sections, starting with an introduction to neuroeconomics followed by an overview of frequently applied experimental paradigms (games) in neuroeconomics research. Furthermore, it addresses the molecular basis of human decision making, environmental/situational factors and social contexts influencing human decision making, as well as translational and developmental/clinical approaches to neuroeconomics. In closing, a paper on neuro-marketing demonstrates how knowledge from neuroeconomics research can be applied in "real life." Culminating in an extensive methods section, in which eight different neuroscience techniques are introduced, the book offers an essential resource for researchers and practitioners, and may also be beneficial for graduate students.

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.

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 last part of the book will focus on therapeutic interventions for Internet addiction.

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.

Das essential stellt zentrale Konzepte der Molekularen Psychologie vor und bietet in ubersichtlicher Art und Weise einen Einblick in dieses neue, faszinierende Gebiet der Psychologie. Der erste Band dieser Einfuhrung bietet neben einer Einordnung der Disziplin in das Fach Psychologie auch eine Erlauterung von Schlusselkonzepten der molekulargenetischen Forschung. Diese greift auf zahlreiche neurowissenschaftliche Methoden zuruck, um die molekularen Grundlagen der menschlichen Psyche besser charakterisieren zu koennen. Ein ausfuhrliches Glossar der wichtigsten Begrifflichkeiten erleichtert den Einstieg in dieses hochaktuelle Thema.

Dieses essential beschaftigt sich unter anderem mit den noch jungen Forschungsgebieten Epigenetik und Molekulargenetik. Dabei stehen inhaltsbezogene Forschungsperspektiven wie der Kandidatengenansatz zur Entschlusselung der molekularen Grundlagen der Persoenlichkeit im Vordergrund. In Kombination mit der Magnetresonanztomographie lasst sich der Einfluss von genetischen Varianten auf das Gehirn und letztendlich auch auf menschliches Verhalten verorten (Genetic Imaging). Ein ausfuhrliches Glossar der Grundbegrifflichkeiten komplettiert dieses essential.

Das vorliegende essential beschaftigt sich mit der Nutzung des Smartphones und gibt Antworten darauf, warum wir immer mehr Zeit mit diesen Geraten verbringen. Es wird beschrieben, welche Gruppen besonders von einer ubermassigen Smartphone-Nutzung betroffen sind. Zusatzlich wird der Frage nachgegangen, ob digitale Welten tatsachlich unser Gehirn verandern. Ausserdem: Wie sieht eine gesunde Smartphone-Nutzung in der Familie und am Arbeitsplatz aus? Das Buch halt Tipps fur einen moeglichst stressfreien Umgang mit digitalen Welten bereit, damit wir wieder lernen, im Hier und Jetzt zu leben.