| 书目名称 | Digital Phenotyping and Mobile Sensing |
| 副标题 | New Developments in |
| 编辑 | Harald Baumeister,Christian Montag |
| 视频video | |
| 概述 | Describes powerful digital technologies for applications in the study of human behavior.Describes ways to deal with related privacy, ethical and social concerns.With a foreword by Thomas R. Insel, for |
| 丛书名称 | Studies in Neuroscience, Psychology and Behavioral Economics |
| 图书封面 |  |
| 描述 | .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, |
| 出版日期 | Book 20191st edition |
| 关键词 | Smartphone and behavior; Passive sensing in mental health; Mathematical models of users‘ mood; Internet |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-030-31620-4 |
| isbn_softcover | 978-3-030-31622-8 |
| isbn_ebook | 978-3-030-31620-4Series ISSN 2196-6605 Series E-ISSN 2196-6613 |
| issn_series | 2196-6605 |
| copyright | Springer Nature Switzerland AG 2019 |
发表于 2025-3-21 19:51:34
