TY - GEN
T1 - Structural analysis of the emerging event-web
AU - Singh, Vivek K.
AU - Jain, Ramesh
PY - 2010
Y1 - 2010
N2 - Events are the fundamental abstractions to study the dynamic world. We believe that the next generation of web (i.e. event-web), will focus on interconnections between events as they occur across space and time [3]. In fact we argue that the real value of large volumes of microblog data being created daily lies in its inherent spatio-temporality, and its correlation with the real-world events. In this context, we studied the structural properties of a corpus of 5,835,237 Twitter microblogs, and found it to exhibit Power laws across space and time, much like those exhibited by events in multiple domains. The properties studied over microblogs on different topics can be applied to study relationships between related events, as well as data organization for event-based, real-time, and location-aware applications.
AB - Events are the fundamental abstractions to study the dynamic world. We believe that the next generation of web (i.e. event-web), will focus on interconnections between events as they occur across space and time [3]. In fact we argue that the real value of large volumes of microblog data being created daily lies in its inherent spatio-temporality, and its correlation with the real-world events. In this context, we studied the structural properties of a corpus of 5,835,237 Twitter microblogs, and found it to exhibit Power laws across space and time, much like those exhibited by events in multiple domains. The properties studied over microblogs on different topics can be applied to study relationships between related events, as well as data organization for event-based, real-time, and location-aware applications.
KW - event-web
KW - microblogs
KW - pareto law
KW - power law
KW - zipfs law
UR - http://www.scopus.com/inward/record.url?scp=77954571560&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=77954571560&partnerID=8YFLogxK
U2 - 10.1145/1772690.1772865
DO - 10.1145/1772690.1772865
M3 - Conference contribution
SN - 9781605587998
T3 - Proceedings of the 19th International Conference on World Wide Web, WWW '10
SP - 1183
EP - 1184
BT - Proceedings of the 19th International Conference on World Wide Web, WWW '10
T2 - 19th International World Wide Web Conference, WWW2010
Y2 - 26 April 2010 through 30 April 2010
ER -