000 03090nam a22004695i 4500
001 978-3-031-02311-8
003 DE-He213
005 20240730163858.0
007 cr nn 008mamaa
008 220601s2017 sz | s |||| 0|eng d
020 _a9783031023118
_9978-3-031-02311-8
024 7 _a10.1007/978-3-031-02311-8
_2doi
050 4 _aTK5105.5-5105.9
072 7 _aUKN
_2bicssc
072 7 _aCOM043000
_2bisacsh
072 7 _aUKN
_2thema
082 0 4 _a004.6
_223
100 1 _aPaul, Michael J.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_980994
245 1 0 _aSocial Monitoring for Public Health
_h[electronic resource] /
_cby Michael J. Paul, Mark Dredze.
250 _a1st ed. 2017.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2017.
300 _aXIX, 163 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSynthesis Lectures on Information Concepts, Retrieval, and Services,
_x1947-9468
505 0 _aPreface -- Acknowledgments -- A New Source of Big Data -- Public Health: A Primer -- Social Data -- Methods of Monitoring -- Public Health Applications -- Limitations and Concerns -- Looking Ahead -- Bibliography -- Authors' Biographies.
520 _aPublic health thrives on high-quality evidence, yet acquiring meaningful data on a population remains a central challenge of public health research and practice. Social monitoring, the analysis of social media and other user-generated web data, has brought advances in the way we leverage population data to understand health. Social media offers advantages over traditional data sources, including real-time data availability, ease of access, and reduced cost. Social media allows us to ask, and answer, questions we never thought possible. This book presents an overview of the progress on uses of social monitoring to study public health over the past decade. We explain available data sources, common methods, and survey research on social monitoring in a wide range of public health areas. Our examples come from topics such as disease surveillance, behavioral medicine, and mental health, among others. We explore the limitations and concerns of these methods. Our survey of this exciting new field of data-driven research lays out future research directions.
650 0 _aComputer networks .
_931572
650 1 4 _aComputer Communication Networks.
_980995
700 1 _aDredze, Mark.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_980996
710 2 _aSpringerLink (Online service)
_980997
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031011832
776 0 8 _iPrinted edition:
_z9783031034398
830 0 _aSynthesis Lectures on Information Concepts, Retrieval, and Services,
_x1947-9468
_980998
856 4 0 _uhttps://doi.org/10.1007/978-3-031-02311-8
912 _aZDB-2-SXSC
942 _cEBK
999 _c85083
_d85083