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001452807 001__ 1452807
001452807 003__ OCoLC
001452807 005__ 20230314003319.0
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001452807 019__ $$a1337144070$$a1337403933
001452807 020__ $$a9783030985462$$q(electronic bk.)
001452807 020__ $$a3030985466$$q(electronic bk.)
001452807 020__ $$z9783030985455
001452807 020__ $$z3030985458
001452807 0247_ $$a10.1007/978-3-030-98546-2$$2doi
001452807 035__ $$aSP(OCoLC)1337154260
001452807 040__ $$aGW5XE$$beng$$erda$$epn$$cGW5XE$$dYDX$$dN$T$$dOCLCQ
001452807 049__ $$aISEA
001452807 050_4 $$aBF39.5
001452807 08204 $$a150.285$$223/eng/20220726
001452807 24500 $$aDigital phenotyping and mobile sensing :$$bnew developments in psychoinformatics /$$cChristian Montag, Harald Baumeister, editors.
001452807 250__ $$aSecond edition.
001452807 264_1 $$aCham :$$bSpringer,$$c[2023]
001452807 264_4 $$c©2023
001452807 300__ $$a1 online resource :$$billustrations (some color).
001452807 336__ $$atext$$btxt$$2rdacontent
001452807 337__ $$acomputer$$bc$$2rdamedia
001452807 338__ $$aonline resource$$bcr$$2rdacarrier
001452807 4901_ $$aStudies in neuroscience, psychology and behavioral economics
001452807 5050_ $$aChapter 1: Digital Phenotyping and Mobile Sensing In PsychoinformaticsA 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. .
001452807 506__ $$aAccess limited to authorized users.
001452807 520__ $$aThis 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.
001452807 588__ $$aDescription based on print version record.
001452807 650_0 $$aPsychology$$xData processing.
001452807 650_0 $$aPhenotype.
001452807 655_0 $$aElectronic books.
001452807 7001_ $$aMontag, Christian,$$eeditor.
001452807 7001_ $$aBaumeister, Harald,$$eeditor.
001452807 77608 $$iPrint version:$$tDigital phenotyping and mobile sensing.$$bSecond edition.$$dCham : Springer, 2022$$z9783030985455$$w(OCoLC)1328012384
001452807 830_0 $$aStudies in neuroscience, psychology and behavioral economics.
001452807 852__ $$bebk
001452807 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-98546-2$$zOnline Access$$91397441.1
001452807 909CO $$ooai:library.usi.edu:1452807$$pGLOBAL_SET
001452807 980__ $$aBIB
001452807 980__ $$aEBOOK
001452807 982__ $$aEbook
001452807 983__ $$aOnline
001452807 994__ $$a92$$bISE