메뉴 건너뛰기




Volumn 216, Issue , 2015, Pages 761-765

Using social connection information to improve opinion mining: Identifying negative sentiment about HPV vaccines on Twitter

Author keywords

HPV vaccines; Machine learning; Public health surveillance; Social media; Text mining; Twitter messaging

Indexed keywords

ARTIFICIAL INTELLIGENCE; BIOINFORMATICS; CLASSIFICATION (OF INFORMATION); EPIDEMIOLOGY; LEARNING SYSTEMS; MONITORING; PUBLIC HEALTH; SENTIMENT ANALYSIS; SOCIAL NETWORKING (ONLINE); STATISTICAL TESTS; TEXT MESSAGING; VACCINES;

EID: 84952034317     PISSN: 09269630     EISSN: 18798365     Source Type: Book Series    
DOI: 10.3233/978-1-61499-564-7-761     Document Type: Conference Paper
Times cited : (51)

References (35)
  • 2
    • 80055065085 scopus 로고    scopus 로고
    • Assessing vaccination sentiments with online social media: Implications for infectious disease dynamics and control
    • Salathé M, and Khandelwal S. Assessing vaccination sentiments with online social media: Implications for infectious disease dynamics and control. PLoS Comput Biol 2011: 7: E1002199.
    • (2011) PLoS Comput Biol , vol.7 , pp. e1002199
    • Salathé, M.1    Khandelwal, S.2
  • 3
    • 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
    • Signorini A, Segre AM, and 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: E19467.
    • (2011) PLoS ONE , vol.6 , pp. e19467
    • Signorini, A.1    Segre, A.M.2    Polgreen, P.M.3
  • 4
    • 84883111635 scopus 로고    scopus 로고
    • OMG U got flu Analysis of shared health messages for bio-surveillance
    • Collier N, Son N, and Nguyen N. OMG U got flu? Analysis of shared health messages for bio-surveillance. J Biomed Semantics 2011: 2(S9).
    • (2011) J Biomed Semantics , vol.2 , Issue.S9
    • Collier, N.1    Son, N.2    Nguyen, N.3
  • 5
    • 78649725192 scopus 로고    scopus 로고
    • Pandemics in the age of Twitter: Content analysis of tweets during the 2009 H1N1 outbreak
    • Chew C, and Eysenbach G. Pandemics in the age of Twitter: Content analysis of tweets during the 2009 H1N1 outbreak. PLoS ONE 2010: 5: E14118.
    • (2010) PLoS ONE , vol.5 , pp. e14118
    • Chew, C.1    Eysenbach, G.2
  • 7
    • 82855168069 scopus 로고    scopus 로고
    • Temporal patterns of happiness and information in a global social network: Edonometrics and twitter
    • Dodds PS, Harris KD, Kloumann IM, Bliss CA, and Danforth CM. Temporal patterns of happiness and information in a global social network: Edonometrics and twitter. PLoS ONE 2011: 6: E26752.
    • (2011) PLoS ONE , vol.6 , pp. e26752
    • Dodds, P.S.1    Harris, K.D.2    Kloumann, I.M.3    Bliss, C.A.4    Danforth, C.M.5
  • 10
    • 84879221729 scopus 로고    scopus 로고
    • Social networks, social media and social diseases
    • Coiera E. Social networks, social media, and social diseases. BMJ 2013: 346: f3007.
    • (2013) BMJ , vol.346 , pp. f3007
    • Coiera, E.1
  • 11
    • 82755165157 scopus 로고    scopus 로고
    • An experimental study of homophily in the adoption of health behavior
    • Centola D. An experimental study of homophily in the adoption of health behavior. Science 2011: 334: 1269-72.
    • (2011) Science , vol.334 , pp. 1269-1272
    • Centola, D.1
  • 13
    • 0001369140 scopus 로고
    • Epidemics and rumours: A survey
    • Dietz K, Epidemics and rumours: A survey. J R Stat Soc 1967: 130: 505-28.
    • (1967) J R Stat Soc , vol.130 , pp. 505-528
    • Dietz, K.1
  • 14
    • 79952349303 scopus 로고    scopus 로고
    • Opinion leadership and social contagion in new product diffusion
    • Iyengar R, Van den Bulte C, and Valente TW. Opinion leadership and social contagion in new product diffusion. Marketing Science 2011: 30: 195-212.
    • (2011) Marketing Science , vol.30 , pp. 195-212
    • Iyengar, R.1    Van Den Bulte, C.2    Valente, T.W.3
  • 15
    • 84977022815 scopus 로고
    • The diffusion of an innovation among physicians
    • Coleman J, Katz E, and Menzel H. The diffusion of an innovation among physicians. Sociometry 1957: 20: 253-70.
    • (1957) Sociometry , vol.20 , pp. 253-270
    • Coleman, J.1    Katz, E.2    Menzel, H.3
  • 16
    • 79957606033 scopus 로고    scopus 로고
    • Target the fence-sitters
    • Leask J. Target the fence-sitters. Nature 2011: 473: 443-5.
    • (2011) Nature , vol.473 , pp. 443-445
    • Leask, J.1
  • 18
    • 84881572606 scopus 로고    scopus 로고
    • Inequalities in the uptake of human papillomavirus vaccination: A systematic review and meta-analysis
    • Fisher H, Trotter CL, Audrey S, MacDonald-Wallis K, and Hickman M. Inequalities in the uptake of human papillomavirus vaccination: A systematic review and meta-analysis. Int J Epidemiol 2013: 42: 896-908.
    • (2013) Int J Epidemiol , vol.42 , pp. 896-908
    • Fisher, H.1    Trotter, C.L.2    Audrey, S.3    MacDonald-Wallis, K.4    Hickman, M.5
  • 20
    • 84861000172 scopus 로고    scopus 로고
    • Sorting through search results: A content analysis of HPV vaccine information online
    • Madden K, Nan X, Briones R, and Waks L. Sorting through search results: A content analysis of HPV vaccine information online. Vaccine 2012: 30: 3741-6.
    • (2012) Vaccine , vol.30 , pp. 3741-3746
    • Madden, K.1    Nan, X.2    Briones, R.3    Waks, L.4
  • 21
    • 85102493378 scopus 로고    scopus 로고
    • The digital distribution of public health news surrounding the human papillomavirus vaccination: A longitudinal infodemiology study
    • Mahoney ML, Tang T, Ji K, and Ulrich-Schad J. The digital distribution of public health news surrounding the human papillomavirus vaccination: A longitudinal infodemiology study. JMIR Public Health Surveill 2015: 1: E2.
    • (2015) JMIR Public Health Surveill , vol.1 , pp. e2
    • Mahoney, M.L.1    Tang, T.2    Ji, K.3    Ulrich-Schad, J.4
  • 22
    • 84864495463 scopus 로고    scopus 로고
    • Increasing fear of adverse effects drops intention to vaccinate after the introduction of prophylactic hpv vaccine
    • Sotiriadis A, Dagklis T, Siamanta V, Chatzigeorgiou K, and Agorastos T. Increasing fear of adverse effects drops intention to vaccinate after the introduction of prophylactic hpv vaccine. Arch Gynecol Obstet 2012;285:1719-24.
    • (2012) Arch Gynecol Obstet , vol.285 , pp. 1719-1724
    • Sotiriadis, A.1    Dagklis, T.2    Siamanta, V.3    Chatzigeorgiou, K.4    Agorastos, T.5
  • 24
    • 0002442796 scopus 로고    scopus 로고
    • Machine learning in automated text categorization
    • Sebastiani F. Machine learning in automated text categorization. ACM Comput Surv 2002: 34: 1-47.
    • (2002) ACM Comput Surv , vol.34 , pp. 1-47
    • Sebastiani, F.1
  • 27
    • 0037822222 scopus 로고    scopus 로고
    • Asymptotic behaviors of support vector machines with Gaussian kernel
    • Keerthi SS, and Lin C-J. Asymptotic behaviors of support vector machines with gaussian kernel. Neural Comput 2003: 15: 1667-89.
    • (2003) Neural Comput , vol.15 , pp. 1667-1689
    • Keerthi, S.S.1    Lin, C.-J.2
  • 28
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for feature subset selection
    • Kohavi R, and John GH. Wrappers for feature subset selection. Artificial Intelligence 1997: 97: 273-324.
    • (1997) Artificial Intelligence , vol.97 , pp. 273-324
    • Kohavi, R.1    John, G.H.2
  • 29
    • 33745561205 scopus 로고    scopus 로고
    • An introduction to variable and feature selection
    • Guyon I, and Elisseeff A. An introduction to variable and feature selection. J Machine Learning Res 2003: 3: 1157-82.
    • (2003) J Machine Learning Res , vol.3 , pp. 1157-1182
    • Guyon, I.1    Elisseeff, A.2
  • 35
    • 0001481759 scopus 로고
    • Why your friends have more friends than you do
    • Feld SL. Why your friends have more friends than you do. Am J Sociol 1991: 96: 1464-77.
    • (1991) Am J Sociol , vol.96 , pp. 1464-1477
    • Feld, S.L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.