@article{1452807,
      recid = {1452807},
      author = {Montag, Christian, and Baumeister, Harald,},
      title = {Digital phenotyping and mobile sensing : new developments  in psychoinformatics /},
      pages = {1 online resource :},
      abstract = {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.},
      url = {http://library.usi.edu/record/1452807},
      doi = {https://doi.org/10.1007/978-3-030-98546-2},
}