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Digital phenotyping and mobile sensingnew developments in psychoinformatics /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Digital phenotyping and mobile sensingedited by Christian Montag, Harald Baumeister.
其他題名:	new developments in psychoinformatics /
其他作者:	Montag, Christian.
出版者:	Cham :Springer International Publishing :2023.
面頁冊數:	xiv, 457 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	PsychologyData processing.
電子資源:	https://doi.org/10.1007/978-3-030-98546-2
ISBN:	9783030985462$q(electronic bk.)

Digital phenotyping and mobile sensingnew developments in psychoinformatics /
Digital phenotyping and mobile sensingnew developments in psychoinformatics /[electronic resource] :edited by Christian Montag, Harald Baumeister. - Second edition. - Cham :Springer International Publishing :2023. - xiv, 457 p. :ill. (some col.), digital ;24 cm. - Studies in neuroscience, psychology and behavioral economics,2196-6613. - Studies in neuroscience, psychology and behavioral economics..

Chapter 1: Digital Phenotyping and Mobile Sensing In Psychoinformatics-A Rapidly Evolving Interdisciplinary Research Endeavor -- Chapter 2: Ethical Considerations of Digital Phenotyping from the Perspective of a Healthcare Practitioner -- Chapter 3: Computerized Facial Emotion Expression Recognition -- Chapter 4: An Overview on Doing Psychodiagnostics in Personality Psychology and Tracking Physical Activity via Smartphones.

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.

ISBN: 9783030985462$q(electronic bk.)

Standard No.: 10.1007/978-3-030-98546-2doiSubjects--Topical Terms:

189779
Psychology
--Data processing.

LC Class. No.: BF39.5

Dewey Class. No.: 150.285

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520 $a 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.
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