rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Digital Phenotyping and Mobile Sensing
    sub title: New Developments in Psychoinformatics
  name:
    name part: Baumeister, Harald.
    role:
      role term: editor.
    role:
      role term: edt
    role:
      role term: http://id.loc.gov/vocabulary/relators/edt
  name:
    name part: Montag, Christian.
    role:
      role term: editor.
    role:
      role term: edt
    role:
      role term: http://id.loc.gov/vocabulary/relators/edt
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2019
    edition: 1st ed. 2019.
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XX, 291 p. 56 illus., 47 illus. in color. online resource.
  abstract: 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.".
  table of contents: Mobile Sensing and Digital Phenotyping: Privacy and Ethics -- Mobile Sensing and Digital Phenotyping in Psycho-Social Sciences -- Mobile Sensing and Digital Phenotyping in Health Sciences.
  note: edited by Harald Baumeister, Christian Montag.
  subject:
    topic: Biomedical engineering
  subject:
    topic: Health psychology
  subject:
    topic: User interfaces (Computer systems)
  subject:
    topic: Health informatics
  subject:
    topic: Biomedical Engineering/Biotechnology
  subject:
    topic: Health Psychology
  subject:
    topic: Biomedical Engineering and Bioengineering
  subject:
    topic: User Interfaces and Human Computer Interaction
  subject:
    topic: Health Informatics
  classification: R856-R857
  classification: 610.28
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Studies in Neuroscience, Psychology and Behavioral Economics
  identifier: 9783030316204
  identifier: https://doi.org/10.1007/978-3-030-31620-4
  record info:
    record creation date: 191031
    record change date: 20191101161054.0
    record identifier: 978-3-030-31620-4