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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.Â
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.
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 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.
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.
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