Literature DB >> 22874307

A real-time disease surveillance architecture using social networks.

Mustafa Sofean1, Matthew Smith.   

Abstract

In this paper we proposed surveillance architecture to track diseases-related postings in social networks using Twitter. In each part of the second, the real-time architecture tracks status updates of people as they are posted as soon as possible. Data mining techniques will be used synchronically to crawl, index, extract and classify postings. This work is a part of constructing a global real-time framework for early monitoring diseases outbreaks in social networks.

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Mesh:

Year:  2012        PMID: 22874307

Source DB:  PubMed          Journal:  Stud Health Technol Inform        ISSN: 0926-9630


  5 in total

1.  Big Data in Healthcare - Defining the Digital Persona through User Contexts from the Micro to the Macro. Contribution of the IMIA Organizational and Social Issues WG.

Authors:  C E Kuziemsky; H Monkman; C Petersen; J Weber; E M Borycki; S Adams; S Collins
Journal:  Yearb Med Inform       Date:  2014-08-15

2.  The complex relationship of realspace events and messages in cyberspace: case study of influenza and pertussis using tweets.

Authors:  Anna C Nagel; Ming-Hsiang Tsou; Brian H Spitzberg; Li An; J Mark Gawron; Dipak K Gupta; Jiue-An Yang; Su Han; K Michael Peddecord; Suzanne Lindsay; Mark H Sawyer
Journal:  J Med Internet Res       Date:  2013-10-24       Impact factor: 5.428

3.  The reliability of tweets as a supplementary method of seasonal influenza surveillance.

Authors:  Anoshé A Aslam; Ming-Hsiang Tsou; Brian H Spitzberg; Li An; J Mark Gawron; Dipak K Gupta; K Michael Peddecord; Anna C Nagel; Christopher Allen; Jiue-An Yang; Suzanne Lindsay
Journal:  J Med Internet Res       Date:  2014-11-14       Impact factor: 5.428

Review 4.  Identifying Methods for Monitoring Foodborne Illness: Review of Existing Public Health Surveillance Techniques.

Authors:  Rachel A Oldroyd; Michelle A Morris; Mark Birkin
Journal:  JMIR Public Health Surveill       Date:  2018-06-06

Review 5.  Internet-based surveillance systems for monitoring emerging infectious diseases.

Authors:  Gabriel J Milinovich; Gail M Williams; Archie C A Clements; Wenbiao Hu
Journal:  Lancet Infect Dis       Date:  2013-11-28       Impact factor: 25.071

  5 in total

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