TY - JOUR
T1 - Social Web mining and exploitation for serious applications
T2 - Technosocial Predictive Analytics and related technologies for public health, environmental and national security surveillance
AU - Kamel Boulos, Maged N.
AU - Sanfilippo, Antonio P.
AU - Corley, Courtney D.
AU - Wheeler, Steve
PY - 2010/10
Y1 - 2010/10
N2 - This paper explores Technosocial Predictive Analytics (TPA) and related methods for Web " data mining" where users' posts and queries are garnered from Social Web (" Web 2.0" ) tools such as blogs, micro-blogging and social networking sites to form coherent representations of real-time health events. The paper includes a brief introduction to commonly used Social Web tools such as mashups and aggregators, and maps their exponential growth as an open architecture of participation for the masses and an emerging way to gain insight about people's collective health status of whole populations. Several health related tool examples are described and demonstrated as practical means through which health professionals might create clear location specific pictures of epidemiological data such as flu outbreaks.
AB - This paper explores Technosocial Predictive Analytics (TPA) and related methods for Web " data mining" where users' posts and queries are garnered from Social Web (" Web 2.0" ) tools such as blogs, micro-blogging and social networking sites to form coherent representations of real-time health events. The paper includes a brief introduction to commonly used Social Web tools such as mashups and aggregators, and maps their exponential growth as an open architecture of participation for the masses and an emerging way to gain insight about people's collective health status of whole populations. Several health related tool examples are described and demonstrated as practical means through which health professionals might create clear location specific pictures of epidemiological data such as flu outbreaks.
KW - Disease surveillance
KW - Social Web
KW - Technosocial Predictive Analytics
KW - Web 2.0
UR - http://www.scopus.com/inward/record.url?scp=77956012671&partnerID=8YFLogxK
U2 - 10.1016/j.cmpb.2010.02.007
DO - 10.1016/j.cmpb.2010.02.007
M3 - Article
C2 - 20236725
AN - SCOPUS:77956012671
SN - 0169-2607
VL - 100
SP - 16
EP - 23
JO - Computer Methods and Programs in Biomedicine
JF - Computer Methods and Programs in Biomedicine
IS - 1
ER -