메뉴 건너뛰기




Volumn 15, Issue 10, 2013, Pages

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

Author keywords

Cyberspace; Influenza; Infodemiology; Infoveillance; Pertussis; Syndromic surveillance; Twitter; Whooping cough

Indexed keywords

ARTICLE; CYBERSPACE; HUMAN; INCIDENCE; INFLUENZA; INFODEMIOLOGY; INFOVEILLANCE; INTERNET; PERTUSSIS; SYNDROMIC SURVEILLANCE; TWITTER;

EID: 84887933657     PISSN: None     EISSN: 14388871     Source Type: Journal    
DOI: 10.2196/jmir.2705     Document Type: Article
Times cited : (70)

References (35)
  • 1
    • 71149088987 scopus 로고    scopus 로고
    • Users of the world unite! the challenges and opportunities of Social Media
    • [doi: 10.1016/j.bushor.2009.09.003]
    • Kaplan AM, Haenlein M. Users of the world, unite! The challenges and opportunities of Social Media. Bus Horiz 2010;53(1):59-68. [doi: 10.1016/j.bushor.2009.09.003]
    • (2010) Bus Horiz , vol.53 , Issue.1 , pp. 59-68
    • Kaplan, A.M.1    Haenlein, M.2
  • 2
    • 67651237086 scopus 로고    scopus 로고
    • Infodemiology and infoveillance: Framework for an emerging set of public health informatics methods to analyze search, communication and publication behavior on the Internet
    • [FREE Full text] [ doi: 10.2196/jmir.1157] [Medline: 19329408]
    • Eysenbach G. Infodemiology and infoveillance: framework for an emerging set of public health informatics methods to analyze search, communication and publication behavior on the Internet. J Med Internet Res 2009;11(1):e11 [FREE Full text] [doi: 10.2196/jmir.1157] [Medline: 19329408]
    • (2009) J Med Internet Res , vol.11 , Issue.1
    • Eysenbach, G.1
  • 3
    • 60549098239 scopus 로고    scopus 로고
    • Detecting influenza epidemics using search engine query data
    • Feb 19; [ doi: 10.1038/nature07634] [Medline: 19020500]
    • Ginsberg J, Mohebbi MH, Patel RS, Brammer L, Smolinski MS, Brilliant L. Detecting influenza epidemics using search engine query data. Nature 2009 Feb 19;457(7232):1012-1014. [doi: 10.1038/nature07634] [Medline: 19020500]
    • (2009) Nature , vol.457 , Issue.7232 , pp. 1012-1014
    • Ginsberg, J.1    Mohebbi, M.H.2    Patel, R.S.3    Brammer, L.4    Smolinski, M.S.5    Brilliant, L.6
  • 4
    • 66149157263 scopus 로고    scopus 로고
    • Digital disease detection-harnessing the Web for public health surveillance
    • May 21;, 2157 [FREE Full text] [ doi: 10.1056/NEJMp0900702] [Medline: 19423867]
    • Brownstein JS, Freifeld CC, Madoff LC. Digital disease detection-harnessing the Web for public health surveillance. N Engl J Med 2009 May 21;360(21):2153-5, 2157 [FREE Full text] [doi: 10.1056/NEJMp0900702] [Medline: 19423867]
    • (2009) N Engl J Med , vol.360 , Issue.21 , pp. 2153-2155
    • Brownstein, J.S.1    Freifeld, C.C.2    Madoff, L.C.3
  • 5
    • 84887927641 scopus 로고    scopus 로고
    • Centers for Disease Control and Prevention. Seasonal Influenza (Flu). Jul. 01. Clinical signs and symptoms of influenza [accessed 2012-08-22] [WebCite Cache ID 6AARGU6oS]
    • Centers for Disease Control and Prevention. Seasonal Influenza (Flu). 2009 Jul 01. Clinical signs and symptoms of influenza URL: http://www.cdc.gov/ flu/professionals/acip/clinical.htm [accessed 2012-08-22] [WebCite Cache ID 6AARGU6oS]
    • (2009)
  • 6
    • 34249938743 scopus 로고    scopus 로고
    • The annual impact of seasonal influenza in the US: Measuring disease burden and costs
    • Jun 28 [ doi: 10.1016/j.vaccine.2007.03.046] [Medline: 17544181]
    • Molinari NA, Ortega-Sanchez IR, Messonnier ML, Thompson WW, Wortley PM, Weintraub E, et al. The annual impact of seasonal influenza in the US: measuring disease burden and costs. Vaccine 2007 Jun 28;25(27):5086-5096. [doi: 10.1016/j.vaccine.2007.03.046] [Medline: 17544181]
    • (2007) Vaccine , vol.25 , Issue.27 , pp. 5086-5096
    • Molinari, N.A.1    Ortega-Sanchez, I.R.2    Messonnier, M.L.3    Thompson, W.W.4    Wortley, P.M.5    Weintraub, E.6
  • 7
    • 84887952001 scopus 로고    scopus 로고
    • Centers for Disease Control and Prevention. Pertussis (Whooping cough). Jun 20. Infants and Children[accessed 2013-01-01] [WebCite Cache ID 6DNS7KfjK]
    • Centers for Disease Control and Prevention. Pertussis (Whooping cough). 2012 Jun 20. Infants and Children URL: http://www.cdc.gov/pertussis/about/ complications.html [accessed 2013-01-01] [WebCite Cache ID 6DNS7KfjK]
    • (2012)
  • 8
    • 84887955369 scopus 로고    scopus 로고
    • Washington State, Department of Health. Weekly pertussis update for Washington State URL [accessed 2013-01-02] [WebCite Cache ID 6DNm2NEOp]
    • Washington State Department of Health. Weekly pertussis update for Washington State URL: http://www.doh.wa.gov/Portals/1/Documents/Pubs/384-254- PertussisUpdate.pdf [accessed 2013-01-02] [WebCite Cache ID 6DNm2NEOp]
  • 9
    • 0003564810 scopus 로고    scopus 로고
    • Sep 24. What is syndromic surveillance? [accessed 2009-03-28] [WebCite Cache ID 5fde6JBKx]
    • Henning K. Center for Disease Control and Prevention. 2004 Sep 24. What is syndromic surveillance? URL: http://www.cdc.gov/mmwr/preview/mmwrhtml/ su5301a3.htm [accessed 2009-03-28] [WebCite Cache ID 5fde6JBKx]
    • (2004) Center for Disease Control and Prevention
    • Henning, K.1
  • 10
    • 84887880071 scopus 로고    scopus 로고
    • Love Clean Streets [accessed 2012-12-12] [WebCite Cache ID 6CqU9SNz0]
    • Love Clean Streets. URL: http://www.lovecleanstreets.org/Reports/Home [accessed 2012-12-12] [WebCite Cache ID 6CqU9SNz0]
  • 11
    • 84887976473 scopus 로고    scopus 로고
    • [accessed 2012-12-12] [WebCite Cache ID 6CqUFFIuc]
    • HealthMap. URL: http://healthmap.org/en/[accessed 2012-12-12] [WebCite Cache ID 6CqUFFIuc]
    • HealthMap
  • 12
    • 77956615228 scopus 로고    scopus 로고
    • NoiseSPY: A real-time mobile phone platform for urban noise monitoring and mapping
    • Nov 20; [doi: 10.1007/s11036-009-0217-y]
    • Kanjo E. NoiseSPY: a real-time mobile phone platform for urban noise monitoring and mapping. Mobile Netw Appl 2009 Nov 20;15(4):562-574. [doi: 10.1007/s11036-009-0217-y]
    • (2009) Mobile Netw Appl , vol.15 , Issue.4 , pp. 562-574
    • Kanjo, E.1
  • 13
    • 84887986105 scopus 로고    scopus 로고
    • Earthquake shakes Twitter users: Real-time event detection by social sensors. 2010
    • Apr 26-30,; Raleigh, NC
    • Sakaki T, Okazaki M, Mastsuo Y. Earthquake shakes Twitter users: Real-time event detection by social sensors. 2010 Presented at: International World Wide Web Conference Committee; Apr 26-30, 2010; Raleigh, NC p. 978-988.
    • (2010) International World Wide Web Conference Committee , pp. 978-988
    • Sakaki, T.1    Okazaki, M.2    Mastsuo, Y.3
  • 14
    • 74049124225 scopus 로고    scopus 로고
    • OMG, from here, i can see the flames!": A use case of mining Location Based Social Networks to acquire spatio-temporal data on forest fires
    • Presented at: International Workshop on Location Based Social Networks; Nov 4-6, 2009; Seattle, WA
    • De Longueville B, Smith R, Luraschi G. "OMG, from here, I can see the flames!": a use case of mining Location Based Social Networks to acquire spatio-temporal data on forest fires. In: Proceedings of the 2009 International Workshop on Location Based Social Networks. 2009 Presented at: International Workshop on Location Based Social Networks; Nov 4-6, 2009; Seattle, WA p. 73-80.
    • (2009) Proceedings of the 2009 International Workshop on Location Based Social Networks , pp. 73-80
    • De Longueville, B.1    Smith, R.2    Luraschi, G.3
  • 15
    • 84860359514 scopus 로고    scopus 로고
    • Syndromic surveillance of Influenza-like illness in primary care: A complement to the sentinel surveillance network for periods of increased incidence of Influenza
    • May, [doi: 10.1016/j.aprim.2011.03.008] [Medline: 21924796]
    • Arranz Izquierdo J, Leiva Rus A, Carandell Jäger E, Pujol Buades A, Méndez Castell MC, Salvà Fiol A, et al. [Syndromic surveillance of Influenza-like illness in primary care: a complement to the sentinel surveillance network for periods of increased incidence of Influenza]. Aten Primaria 2012 May;44(5):258-264. [doi: 10.1016/j.aprim.2011.03.008] [Medline: 21924796]
    • (2012) Aten Primaria , vol.44 , Issue.5 , pp. 258-264
    • Arranz Izquierdo, J.1    Leiva Rus, A.2    Carandell Jäger, E.3    Pujol Buades, A.4    Méndez Castell, M.C.5    Salvà Fiol, A.6
  • 16
    • 84874751668 scopus 로고    scopus 로고
    • Lightweight methods to estimate influenza rates and alcohol sales volume from Twitter messages
    • May 13 [doi: 10.1007/s10579-012-9185-0]
    • Culotta A. Lightweight methods to estimate influenza rates and alcohol sales volume from Twitter messages. Lang Resources & Evaluation 2012 May 13;47(1):217-238. [doi: 10.1007/s10579-012-9185-0]
    • (2012) Lang Resources & Evaluation , vol.47 , Issue.1 , pp. 217-238
    • Culotta, A.1
  • 17
    • 80052823284 scopus 로고    scopus 로고
    • Real-time estimation and prediction for pandemic A/H1N1(2009) in Japan
    • Aug, [doi: 10.1007/s10156-010-0200-3] [Medline: 21387184]
    • Ohkusa Y, Sugawara T, Taniguchi K, Okabe N. Real-time estimation and prediction for pandemic A/H1N1(2009) in Japan. J Infect Chemother 2011 Aug;17(4):468-472. [doi: 10.1007/s10156-010-0200-3] [Medline: 21387184]
    • (2011) J Infect Chemother , vol.17 , Issue.4 , pp. 468-472
    • Ohkusa, Y.1    Sugawara, T.2    Taniguchi, K.3    Okabe, N.4
  • 19
    • 78649725192 scopus 로고    scopus 로고
    • Pandemics in the age of Twitter: Content analysis of Tweets during the 2009 H1N1 outbreak
    • [FREE Full text] [ doi: 10.1371/journal.pone.0014118] [Medline: 21124761]
    • Chew C, Eysenbach G. Pandemics in the age of Twitter: content analysis of Tweets during the 2009 H1N1 outbreak. PLoS One 2010;5(11):e14118 [FREE Full text] [doi: 10.1371/journal.pone.0014118] [Medline: 21124761]
    • (2010) PLoS One , vol.5 , Issue.11
    • Chew, C.1    Eysenbach, G.2
  • 20
    • 84855664643 scopus 로고    scopus 로고
    • Social and news media enable estimation of epidemiological patterns early in the 2010 Haitian cholera outbreak
    • Jan [FREE Full text] [ doi: 10.4269/ajtmh.2012.11-0597] [Medline: 22232449]
    • Chunara R, Andrews JR, Brownstein JS. Social and news media enable estimation of epidemiological patterns early in the 2010 Haitian cholera outbreak. Am J Trop Med Hyg 2012 Jan;86(1):39-45 [FREE Full text] [doi: 10.4269/ajtmh.2012.11-0597] [Medline: 22232449]
    • (2012) Am J Trop Med Hyg , vol.86 , Issue.1 , pp. 39-45
    • Chunara, R.1    Andrews, J.R.2    Brownstein, J.S.3
  • 21
    • 80051712818 scopus 로고    scopus 로고
    • Public health surveillance of dental pain via Twitter
    • Sep [FREE Full text] [ doi: 10.1177/0022034511415273] [Medline: 21768306]
    • Heaivilin N, Gerbert B, Page JE, Gibbs JL. Public health surveillance of dental pain via Twitter. J Dent Res 2011 Sep;90(9):1047-1051 [FREE Full text] [doi: 10.1177/0022034511415273] [Medline: 21768306]
    • (2011) J Dent Res , vol.90 , Issue.9 , pp. 1047-1051
    • Heaivilin, N.1    Gerbert, B.2    Page, J.E.3    Gibbs, J.L.4
  • 22
    • 79955757514 scopus 로고    scopus 로고
    • The use of Twitter to track levels of disease activity and public concern in the U.S. during the influenza A H1N1 pandemic
    • [FREE Full text] [ doi: 10.1371/journal.pone.0019467] [Medline: 21573238]
    • Signorini A, Segre AM, Polgreen PM. The use of Twitter to track levels of disease activity and public concern in the U.S. during the influenza A H1N1 pandemic. PLoS One 2011;6(5):e19467 [FREE Full text] [doi: 10.1371/journal.pone. 0019467] [Medline: 21573238]
    • (2011) PLoS One , vol.6 , Issue.5
    • Signorini, A.1    Segre, A.M.2    Polgreen, P.M.3
  • 23
    • 84872525494 scopus 로고    scopus 로고
    • A real-time disease surveillance architecture using social networks
    • [Medline: 22874307]
    • Sofean M, Smith M. A real-time disease surveillance architecture using social networks. Stud Health Technol Inform 2012;180:823-827. [Medline: 22874307]
    • (2012) Stud Health Technol Inform , vol.180 , pp. 823-827
    • Sofean, M.1    Smith, M.2
  • 24
    • 84856835809 scopus 로고    scopus 로고
    • The potential capability of social media as a component of food safety and food terrorism surveillance systems
    • Feb [doi: 10.1089/fpd.2011.0990] [Medline: 22217109]
    • Newkirk RW, Bender JB, Hedberg CW. The potential capability of social media as a component of food safety and food terrorism surveillance systems. Foodborne Pathog Dis 2012 Feb;9(2):120-124. [doi: 10.1089/fpd.2011.0990] [Medline: 22217109]
    • (2012) Foodborne Pathog Dis , vol.9 , Issue.2 , pp. 120-124
    • Newkirk, R.W.1    Bender, J.B.2    Hedberg, C.W.3
  • 25
    • 77949891085 scopus 로고    scopus 로고
    • Dissemination of health information through social networks: Twitter and antibiotics
    • Apr [FREE Full text] [ doi: 10.1016/j.ajic.2009.11.004] [Medline: 20347636]
    • Scanfeld D, Scanfeld V, Larson EL. Dissemination of health information through social networks: twitter and antibiotics. Am J Infect Control 2010 Apr;38(3):182-188 [FREE Full text] [doi: 10.1016/j.ajic.2009.11.004] [Medline: 20347636]
    • (2010) Am J Infect Control , vol.38 , Issue.3 , pp. 182-188
    • Scanfeld, D.1    Scanfeld, V.2    Larson, E.L.3
  • 26
    • 0003564810 scopus 로고    scopus 로고
    • September 24, [accessed 2009-03-28] [WebCite Cache ID 5fde6JBKx]
    • Henning K. Centers for Disease Control and Prevention. September 24, 2004 URL: http://www.cdc.gov/mmwr/preview/mmwrhtml/su5301a3.htm [accessed 2009-03-28] [WebCite Cache ID 5fde6JBKx]
    • (2004) Centers for Disease Control and Prevention
    • Henning, K.1
  • 28
    • 84887925769 scopus 로고    scopus 로고
    • Twitter blog. Twitter. 2012 Mar 21. Twitter turns six [accessed 2012-08-01] [WebCite Cache ID 69bD02ViQ]
    • Twitter blog. Twitter. 2012 Mar 21. Twitter turns six URL: http://blog.twitter.com/2012/03/twitter-turns-six.html [accessed 2012-08-01] [WebCite Cache ID 69bD02ViQ]
  • 29
    • 84887864811 scopus 로고    scopus 로고
    • Twitter Developers. Using the Twitter Search API [accessed 2012-12-12] [WebCite Cache ID 6CqV8ZCWd]
    • Twitter Developers. 2012. Using the Twitter Search API URL: https://dev.twitter.com/docs/using-search [accessed 2012-12-12] [WebCite Cache ID 6CqV8ZCWd]
    • (2012)
  • 30
    • 84887950183 scopus 로고    scopus 로고
    • Centers for Disease Control and Prevention. Influenza (flu): Overview of influenza surveillance in the United States. Oct 05 [accessed 2012-12-12] [WebCite Cache ID 6CqRLtUmB]
    • Centers for Disease Control and Prevention. Influenza (flu): Overview of influenza surveillance in the United States. 2012 Oct 05. URL: http://www.cdc.gov/flu/pdf/weekly/overview.pdf [accessed 2012-12-12] [WebCite Cache ID 6CqRLtUmB]
    • (2012)
  • 31
    • 84887862185 scopus 로고    scopus 로고
    • SDSU Mapping Ideas.[accessed 2013-05-07] [WebCite Cache ID 6GRd7NXLG]
    • SDSU Mapping Ideas. 2012. 2012-2013 Weekly ILI URL: http://mappingideas. sdsu.edu/2012-2013-weekly-ILI/[accessed 2013-05-07] [WebCite Cache ID 6GRd7NXLG]
    • (2012) 2012-2013 Weekly ILI
  • 32
    • 84887946498 scopus 로고    scopus 로고
    • Centers for Disease Control and Prevention. Press Briefing Transcript Dec 03. [accessed 2013-03-26] [WebCite Cache ID 6FOjF5E9A]
    • Centers for Disease Control and Prevention. Press Briefing Transcript. 2012 Dec 03. Telebriefing on US influenza activity and vaccination rates for current season URL: http://www.cdc.gov/media/releases/2012/t1203-influenza- activity.html [accessed 2013-03-26] [WebCite Cache ID 6FOjF5E9A]
    • (2012) Telebriefing on US Influenza Activity and Vaccination Rates for Current Season
  • 33
    • 84887983535 scopus 로고    scopus 로고
    • Centers for Disease Control and Prevention. Press Briefing Transcript. 2012 Jul 19. Pertussis epidemic in Washington State - 2012 URL [accessed 2013-04-15] [WebCite Cache ID 6FtCSk6K9]
    • Centers for Disease Control and Prevention. Press Briefing Transcript. 2012 Jul 19. Pertussis epidemic in Washington State - 2012 URL: http://www.cdc.gov/media/releases/2012/t0719-pertussis-epidemic.html [accessed 2013-04-15] [WebCite Cache ID 6FtCSk6K9]
  • 34
    • 84865713653 scopus 로고    scopus 로고
    • Local influenza-like illness surveillance at a university health system during the 2009 H1N1 influenza pandemic
    • Sep [doi: 10.1016/j.ajic.2011.12.009] [Medline: 22418609]
    • Baker AW, Enfield K, Mehring B, Turner JC, Sifri CD. Local influenza-like illness surveillance at a university health system during the 2009 H1N1 influenza pandemic. Am J Infect Control 2012 Sep;40(7):606-610. [doi: 10.1016/j.ajic.2011.12.009] [Medline: 22418609]
    • (2012) Am J Infect Control , vol.40 , Issue.7 , pp. 606-610
    • Baker, A.W.1    Enfield, K.2    Mehring, B.3    Turner, J.C.4    Sifri, C.D.5
  • 35
    • 84872445922 scopus 로고    scopus 로고
    • Right time, right place" health communication on Twitter: Value and accuracy of location information
    • [FREE Full text] [ doi: 10.2196/jmir.2121] [Medline: 23154246]
    • Burton SH, Tanner KW, Giraud-Carrier CG, West JH, Barnes MD. "Right time, right place" health communication on Twitter: value and accuracy of location information. J Med Internet Res 2012;14(6):e156 [FREE Full text] [doi: 10.2196/jmir.2121] [Medline: 23154246]
    • (2012) J Med Internet Res , vol.14 , Issue.6
    • Burton, S.H.1    Tanner, K.W.2    Giraud-Carrier, C.G.3    West, J.H.4    Barnes, M.D.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.