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Article
Reviving dormant ties in an online social network experiment
Proceedings of the Seventh International AAAI Conference on Weblogs and Social Media, ICWSW-13, Cambridge, MA, July 8-11, 2013
  • Ee Peng LIM, Singapore Management University
  • Denzil CORREA, Indraprastha Institute of Information Technology, Delhi
  • David LO, Singapore Management University
  • Michael FINEGOLD, Carnegie Mellon University
  • Feida ZHU, Singapore Management University
Publication Type
Conference Proceeding Article
Version
publishedVersion
Publication Date
7-2013
Abstract

Social network users connect and interact with one another to fulfil different kinds of social and information needs. When interaction ceases between two users, we say that their tie becomes dormant. While there are different underlying reasons of dormant ties, it is important to find means to revive such ties so as to maintain vibrancy in the relationships. In this work, we thus focus on designing an online experiment to evaluate the effectiveness of personalized social messages to revive dormant ties. The experiment carefully selects users with dormant ties so that no user gets mixed treatments and be affected by the responses of other users undergoing treatment. Our results show that personalized message content plays an important part in reviving dormant ties. Specifically, we find the message containing friend’s recent activity information is more effective than that containing inter-friend activity information. We observe that the quality of engagement of at least 50% of the revived ties can effectively be restored to the level before the ties become dormant. We also observe that it is easier to revive dormant ties that involve users from the same country than those involving users from different countries.

Keywords
  • Dormant tie,
  • Online user experiment,
  • Online social network
ISBN
9781577356103
Publisher
AAAI Press
City or Country
Palo Alto, CA
Copyright Owner and License
LARC
Creative Commons License
Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International
Additional URL
http://www.aaai.org/ocs/index.php/ICWSM/ICWSM13/paper/view/6008
Citation Information
Ee Peng LIM, Denzil CORREA, David LO, Michael FINEGOLD, et al.. "Reviving dormant ties in an online social network experiment" Proceedings of the Seventh International AAAI Conference on Weblogs and Social Media, ICWSW-13, Cambridge, MA, July 8-11, 2013 (2013) p. 361 - 369
Available at: http://works.bepress.com/david_lo/114/