Open AccessMachine Learning and Natural Language Processing for Geolocation-Centric Monitoring and Characterization of Opioid-Related Social Media Chatter
Author(s) -
Abeed Sarker,
Graciela GonzalezHernandez,
Yucheng Ruan,
Jeanmarie Perrone
Publication year - 2019
Publication title -
jama network open
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.278
H-Index - 39
ISSN - 2574-3805
DOI - 10.1001/jamanetworkopen.2019.14672
Subject(s) - social media , geolocation , geospatial analysis , artificial intelligence , computer science , machine learning , population , medicine , world wide web , cartography , geography , environmental health
This cross-sectional study develops and validates a machine learning method for collecting and classifying data from opioid-related postings on a social media platform.
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