Can Social Media Support Public Health? Demonstrating Disease Surveillance using Big Data Analytics

被引:0
|
作者
Kumar, Ashwin T. K. [1 ]
Asamoah, Daniel [2 ]
Sharda, Ramesh [1 ]
机构
[1] Oklahoma State Univ, Stillwater, OK 74078 USA
[2] Wright State Univ, Dayton, OH 45435 USA
来源
关键词
Social media; disease surveillance; Internet; information sharing; healthcare analytics;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Rapid growth of the Internet has paved the way for millions of people across the globe to access social media platforms such as Facebook and Twitter. These social media platforms enable people to share information instantaneously. The large volume of information shared on these platforms can be leveraged to identify outbreaks of various epidemics. This will help health professionals to provide timely intervention, which in return could help save lives and millions of dollars. Analysis of information shared on social media is complicated due to its sheer volume, varied formats and velocity of collection. We have addressed this potential problem by making use of a big data analytics platform capable of handling large quantities of streaming data. In this paper we demonstrate how data from social media can be effectively used in the surveillance of disease conditions.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] Linking and using social media data for enhancing public health analytics
    Ji, Xiang
    Chun, Soon Ae
    Cappellari, Paolo
    Geller, James
    JOURNAL OF INFORMATION SCIENCE, 2017, 43 (02) : 221 - 245
  • [2] A SURVEY ON BIG DATA ANALYTICS USING SOCIAL MEDIA DATA
    Paul, P. Victer
    Monica, K.
    Trishanka, M.
    2017 INNOVATIONS IN POWER AND ADVANCED COMPUTING TECHNOLOGIES (I-PACT), 2017,
  • [3] Big Social Data Analytics for Public Health: Facebook Engagement and Performance
    Straton, Nadiya
    Hansen, Kjeld
    Mukkamala, Raghava Rao
    Hussain, Abid
    Gronli, Tor-Morten
    Langberg, Henning
    Vatrapu, Ravi
    2016 IEEE 18TH INTERNATIONAL CONFERENCE ON E-HEALTH NETWORKING, APPLICATIONS AND SERVICES (HEALTHCOM), 2016, : 442 - 447
  • [4] Biases in using social media data for public health surveillance: A scoping review
    Zhao, Yunpeng
    He, Xing
    Feng, Zheng
    Bost, Sarah
    Prosperi, Mattia
    Wu, Younghui
    Guo, Yi
    Bian, Jiang
    INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2022, 164
  • [5] Using Social Media and Internet Data for Public Health Surveillance: The Importance of Talking
    Hartley, David M.
    MILBANK QUARTERLY, 2014, 92 (01): : 34 - 39
  • [6] Social Media Analytics Based on Big Data
    Shaikh, Farzana
    Rangrez, Firdaus
    Khan, Afsha
    Shaikh, Uzma
    PROCEEDINGS OF 2017 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL (I2C2), 2017,
  • [7] Social media big data analytics: A survey
    Ghani, Norjihan Abdul
    Hamid, Suraya
    Hashem, Ibrahim Abaker Targio
    Ahmed, Ejaz
    COMPUTERS IN HUMAN BEHAVIOR, 2019, 101 : 417 - 428
  • [8] Using Social Media for Research and Public Health Surveillance
    Eke, P. I.
    JOURNAL OF DENTAL RESEARCH, 2011, 90 (09) : 1045 - 1046
  • [9] Beyond Public Health Genomics: Can Big Data and Predictive Analytics Deliver Precision Public Health?
    Khoury, Muin J.
    Engelgau, Michael
    Chambers, David A.
    Mensah, George A.
    PUBLIC HEALTH GENOMICS, 2018, 21 (5-6) : 244 - 249
  • [10] HOW BIG DATA ANALYTICS AND AI CAN IMPROVE PUBLIC HEALTH POLICIES
    Maglogiannis, Ilias
    TURKISH POLICY QUARTERLY, 2021, 20 (04):