Utilizing deep learning and graph mining to identify drug use on Twitter data

Utilizing deep learning and graph mining to identify drug use on Twitter data

Abstract Background The collection and examination of social media has become a useful mechanism for studying the mental activity and behavior tendencies of users. Through the analysis of a collected set of Twitter data, a model will be developed for predicting positively referenced, drug-related tw...

Full description

Bibliographic Details
Main Authors: Joseph Tassone, Peizhi Yan, Mackenzie Simpson, Chetan Mendhe, Vijay Mago, Salimur Choudhury
Format: Article
Language:English
Published: BMC 2020-12-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Natural language processing
Convolutional neural network
BERT
Twitter analysis
Big data
Online Access:https://doi.org/10.1186/s12911-020-01335-3

Internet

https://doi.org/10.1186/s12911-020-01335-3

Similar Items