The Parable of Google Flu: Traps in Big Data Analysis

被引:1355
作者
Lazer, David [1 ,2 ]
Kennedy, Ryan [1 ,3 ,4 ]
King, Gary [3 ]
Vespignani, Alessandro [3 ,5 ,6 ]
机构
[1] Northeastern Univ, Lazer Lab, Boston, MA 02115 USA
[2] Harvard Univ, Harvard Kennedy Sch, Cambridge, MA 02138 USA
[3] Harvard Univ, Inst Quantitat Social Sci, Cambridge, MA 02138 USA
[4] Univ Houston, Houston, TX 77204 USA
[5] Northeastern Univ, Lab Modeling Biol & Sociotech Syst, Boston, MA 02115 USA
[6] Inst Sci Interchange Fdn, Turin, Italy
基金
美国国家科学基金会;
关键词
INFLUENZA; SURVEILLANCE; BEHAVIOR;
D O I
10.1126/science.1248506
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
引用
收藏
页码:1203 / 1205
页数:3
相关论文
共 35 条
[1]  
[Anonymous], ORG LISTS REL SEARCH
[2]  
[Anonymous], P WEB SCI10 RAL NC 2
[3]  
[Anonymous], INT SOC NEGL TROP DI
[4]  
[Anonymous], 2009, NATURE, DOI DOI 10.1038/nature07634
[5]  
[Anonymous], CHRONICLE HIGHER ED
[6]  
[Anonymous], IMPR HLTH SEARCH BEC
[7]  
[Anonymous], 2011, J COMPUT SCI-NETH, DOI DOI 10.1016/j.jocs.2010.12.007
[8]  
[Anonymous], 2013, ONLINE J PUBLIC HLTH, DOI [DOI 10.5210/OJPHI.V5I1.4456, 10.5210/ojphi.v5i1.4456]
[9]   Serglycin-deficient cytotoxic T lymphocytes display defective secretory granule maturation and granzyme B storage [J].
Grujic, M ;
Braga, T ;
Lukinius, A ;
Eloranta, ML ;
Knight, SD ;
Pejler, G ;
Åbrink, M .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2005, 280 (39) :33411-33418
[10]   Multiscale mobility networks and the spatial spreading of infectious diseases [J].
Balcan, Duygu ;
Colizza, Vittoria ;
Goncalves, Bruno ;
Hu, Hao ;
Ramasco, Jose J. ;
Vespignani, Alessandro .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (51) :21484-21489