Evaluating Google, Twitter, and Wikipedia as Tools for Influenza Surveillance Using Bayesian Change Point Analysis: A Comparative Analysis
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2010, MMWR Morb Mortal Wkly Rep, 59, 1057
Centers for Disease Control and Prevention20152016-03-26Overview of influenza surveillance in the United States http://www.cdc.gov/flu/weekly/overview.htm
FairchildGDe SilvaLDel ValleSSegreAEliciting disease data from Wikipedia articles2015Ninth International AAAI Conference on Web and Social Media2015Oxford, England2633
Buehler, JW, 2004, MMWR Recomm Rep, 53, 1
Buehler, JW, 2008, Adv Dis Surveill, 6, 1
Henning, KJ, 2004, MMWR Suppl, 53, 5
International Telecommunication Union2016-03-26ICT facts and figures: the world in 2015 http://www.itu.int/en/ITU-D/Statistics/Documents/facts/ICTFactsFigures2015.pdf
Google2016-03-26Google Flu Trends http://www.google.org/flutrends/about/
AramakiEMaskawaSMoritaMTwitter catches the flu: detecting influenza epidemics using Twitter2011Conference on Empirical Natural Language Processing Conference (EMNLP)2011Edinburgh, Scotland15681576
2013, MMWR Morb Mortal Wkly Rep, 62, 473
Epperson, S, 2014, MMWR Morb Mortal Wkly Rep, 63, 483
Appiah, GD, 2015, MMWR Morb Mortal Wkly Rep, 64, 583
Centers for Disease Control and Prevention2016-03-26MMWR weeks https://wwwn.cdc.gov:443/nndss/document/MMWR_Week_overview.pdf
Centers for Disease Control and Prevention2016-03-26FluView Interactive http://gis.cdc.gov/grasp/fluview/fluportaldashboard.html
DredzeMChengRPaulMBroniatowskiDHealthTweets.org: a platform for public health surveillance using Twitter2014Twenty-Eighth AAAI Conference on Artificial Intelligence2014Quebec City, Quebec, Canada
LambAPaulMDredzeMSeparating fact from fear: tracking flu infections on TwitterProceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): Human Language Technologies2013Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): Human Language Technologies2013Atlanta, GA789795
Wikimedia2016-03-26Page view statistics for Wikimedia projects http://dumps.wikimedia.org/other/pagecounts-raw/
WangXEmersonJarxiv20152016-10-17Bayesian change point analysis of linear models on general graphs https://arxiv.org/pdf/1509.00817
Rstudio20152016-03-26Boston, MARStudio, IncRStudio: integrated development for R https://www.rstudio.com/
German, RR, 2001, MMWR Recomm Rep, 50, 1
Kass-HoutTGoogle20132016-03-26Change point analysis: Introduction https://sites.google.com/site/changepointanalysis/
Pew Research Center2016-03-26Internet user demographics http://www.pewinternet.org/data-trend/internet-use/latest-stats/
