TY - GEN
T1 - The value strength aided information diffusion in online social networks
AU - Wang, Jingjing
AU - Jiang, Chunxiao
AU - Quek, Tony Q.S.
AU - Ren, Yong
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2017/4/19
Y1 - 2017/4/19
N2 - Online social networks have become ubiquitous in our daily life, which create the phenomenon of the Big Data. Figuring out the information diffusion over online social networks has become a hot topic. However, most of the existing works focus their attention on the spreading dynamics of users' information rather than on the essence of the network topology. In this paper, we propose a value strength based forwarding nodes' selection scheme from a perspective of the network science, which is beneficial in terms of improving the information coverage ratio. Furthermore, sufficient experiments are conducted both over a range of complex network topologies and over a real-world online social network, Flickr. Indeed, the concept of the value strength plays an important role in selecting critical forwarding links and nodes.
AB - Online social networks have become ubiquitous in our daily life, which create the phenomenon of the Big Data. Figuring out the information diffusion over online social networks has become a hot topic. However, most of the existing works focus their attention on the spreading dynamics of users' information rather than on the essence of the network topology. In this paper, we propose a value strength based forwarding nodes' selection scheme from a perspective of the network science, which is beneficial in terms of improving the information coverage ratio. Furthermore, sufficient experiments are conducted both over a range of complex network topologies and over a real-world online social network, Flickr. Indeed, the concept of the value strength plays an important role in selecting critical forwarding links and nodes.
UR - https://www.scopus.com/pages/publications/85019171342
U2 - 10.1109/GlobalSIP.2016.7905886
DO - 10.1109/GlobalSIP.2016.7905886
M3 - 会议稿件
AN - SCOPUS:85019171342
T3 - 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings
SP - 470
EP - 474
BT - 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016
Y2 - 7 December 2016 through 9 December 2016
ER -