RT Journal Article
JF 2010 IEEE Second International Conference on Social Computing (SocialCom 2010). the Second IEEE International Conference on Privacy, Security, Risk and Trust (PASSAT 2010)
YR 2010
VO 00
IS
SP 425
TI Messaging Behavior Modeling in Mobile Social Networks
A1 Viet-An Nguyen,
A1 Ee-Peng Lim,
A1 Freddy Chong Tat Chua,
A1 Byung-Won On,
A1 Loo-Nin Teow,
A1 Jing Jiang,
K1 User behaviors
K1 Mobile social networks
K1 engagingness
K1 responsiveness
K1 LDA
AB Mobile social networks are gaining popularity with the pervasive use of mobile phones and other handheld devices. In these networks, users maintain friendship links, exchange short messages and share content with one another. In this paper, we study the user behaviors in mobile messaging and friendship linking using the data collected from a large mobile social network service known as myGamma (m.mygamma.com). We distinguish two types of user behaviors: soliciting active responses for an initiated message and responding to an incoming message. We propose various models for the two behaviors also known as engagingness and responsiveness. Our experiments show that the two behaviors are quite distinct from each other although they may be correlated. We also show that engaging and responsive users enjoy more friendships. Finally, we show that the engaging and responsive users participate more in messaging about major topics.
PB IEEE Computer Society, [URL:http://www.computer.org]
SN
LA English
DO 10.1109/SocialCom.2010.68
LK http://doi.ieeecomputersociety.org/10.1109/SocialCom.2010.68