全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...
-  2019 

Choosing Your Platform for Social Media Drug Research and Improving Your Keyword Filter List

DOI: 10.1177/0022042619833911

Keywords: social media,keyword filter list,machine learning,synonym detection

Full-Text   Cite this paper   Add to My Lib

Abstract:

Social media research often has two things in common: Twitter is the platform used and a keyword filter list is used to extract only relevant Tweets. Here we propose that (a) alternative platforms be considered more often when doing social media research, and (b) regardless of platform, researchers use word embeddings as a type of synonym discovery to improve their keyword filter list, both of which lead to more relevant data. We demonstrate the benefit of these proposals by comparing how successful our synonym discovery method is at finding terms for marijuana and select opioids on Twitter versus a platform that can be filtered by topic, Reddit. We also find words that are not on the U.S. Drug Enforcement Agency (DEA) drug slang list for that year, some of which appear on the list the subsequent year, showing that this method could be employed to find drug terms faster than traditional means

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133