TY - GEN
T1 - Targeting online communities to maximise information diffusion
AU - Belák, Václav
AU - Lam, Samantha
AU - Hayes, Conor
PY - 2012
Y1 - 2012
N2 - In recent years, many companies have started to utilise online social communities as a means of communicating with and targeting their employees and customers. Such online communities include discussion fora which are driven by the conversational activity of users. For example, users may respond to certain ideas as a result of the influence of their neighbours in the underlying social network. We analyse such influence to target communities rather than individual actors because information is usually shared with the community and not just with individual users. In this paper, we study information diffusion across communities and argue that some communities are more suitable for maximising spread than others. In order to achieve this, we develop a set of novel measures for cross-community influence, and show that it outperforms other targeting strategies on 51 weeks of data of the largest Irish online discussion system, Boards.ie. Copyright is held by the International World Wide Web Conference Committee (IW3C2).
AB - In recent years, many companies have started to utilise online social communities as a means of communicating with and targeting their employees and customers. Such online communities include discussion fora which are driven by the conversational activity of users. For example, users may respond to certain ideas as a result of the influence of their neighbours in the underlying social network. We analyse such influence to target communities rather than individual actors because information is usually shared with the community and not just with individual users. In this paper, we study information diffusion across communities and argue that some communities are more suitable for maximising spread than others. In order to achieve this, we develop a set of novel measures for cross-community influence, and show that it outperforms other targeting strategies on 51 weeks of data of the largest Irish online discussion system, Boards.ie. Copyright is held by the International World Wide Web Conference Committee (IW3C2).
KW - Cross-community dynamics
KW - Discussion fora
KW - Dynamic online communities
KW - Information diffusion
UR - https://www.scopus.com/pages/publications/84861019226
U2 - 10.1145/2187980.2188255
DO - 10.1145/2187980.2188255
M3 - Conference Publication
SN - 9781450312301
T3 - WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion
SP - 1153
EP - 1160
BT - WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion
T2 - 21st Annual Conference on World Wide Web, WWW'12
Y2 - 16 April 2012 through 20 April 2012
ER -