首页    期刊浏览 2024年11月29日 星期五
登录注册

文章基本信息

  • 标题:Geo-based Social Media Analytics and SMART Dashboard for Tracking Influenza Outbreaks
  • 本地全文:下载
  • 作者:Ming-Hsiang Tsou ; Michael Peddecord ; Jeffrey Johnson
  • 期刊名称:Online Journal of Public Health Informatics
  • 电子版ISSN:1947-2579
  • 出版年度:2015
  • 卷号:7
  • 期号:1
  • 语种:English
  • 出版社:University of Illinois at Chicago
  • 摘要:To track outbreaks of influenza (flu), we computed twitter rates from 31 US cities and compare rates to influenza-like-illness (ILI) surveillance rates. Over 2 flu seasons, 2012-14, significant correlations and similar graphic patterns were observed. We demonstrate an interactive dashboard "SMART" that allows practitioners to monitor and visualize daily changes of flu tweets and related news. Compared to regional or national approaches such a GoogleFluTrends, this system allows rapid public opinion analysis and flu outbreak detection at the local level. The SMART dashboard can provide timely and actionable information for local for agencies and practitioners.
国家哲学社会科学文献中心版权所有