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http://dx.doi.org/10.7838/jsebs.2013.18.1.033

Information Mediating in Social Network Sites : A Simulation Study  

Rho, Sangkyu (Graduate School of Business Seoul National University)
Kim, Taekyung (College of Business Administration Seoul National University)
Park, Jinsoo (Graduate School of Business Seoul National University)
Publication Information
The Journal of Society for e-Business Studies / v.18, no.1, 2013 , pp. 33-55 More about this Journal
Abstract
Information sharing behavior in the Internet has raised much interest. Recently, social network sites provide a new information sharing channel for the users who want to connect with others based on common social background or tastes. Especially, we focus that a social network site becomes one of major routes for information sharing about socially influential issues. Therefore, studying how information is diffused via a social network site may give theoretically, practically significant implication. Based on the assertion, we investigated user's behavior to mediate other user's information messages. We define information mediating behavior as concurrent actions of filtering and distributing behavior of the digital content that is originated from one of the connected users. In this study, we intended to understand the effects of information mediating behavior, and tried to understand characteristics of re-mediating of previously mediated information. Using an agent-based simulation model, we found that information mediating behavior increased the extent of information diffusion significantly. In addition, even a small degree of mediating probability could boost up the level of information diffusion in the case of a re-mediating condition. We believe that those findings provide remarkable insight of research and business application on both of information sharing and diffusion in a social network site.
Keywords
Information Mediating Behavior; Social Network Sites; Social Network Services; Agent-Based Simulation;
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1 Acquisti, A. and Gross, R., "Imagined Communities : Awareness, Information Sharing, and Privacy on the Facebook," in Privacy Enhancing Technologies, G. Danezis and P. Golle (Eds.), Springer Berlin Heidelberg, pp. 36-58, 2006.
2 Asvanund, A., Clay, K., Krishnan, R., and Smith, M. D., "An Empirical Analysis of Netwrok Externalities in Peer-to-Peer Music-Sharing Networks," Information Systems Research, Vol. 15, No. 2, pp. 155-174, 2004.   DOI   ScienceOn
3 Barabási, A. L., Linked : The New Science of Networks, Perseus Pub, MA, 2002.
4 Barabási, A. L. and Albert, R., "Emergence of Scaling in Random Networks," Science, Vol. 286, No. 5439, pp. 509-512, 1999.   DOI   ScienceOn
5 Barabasi, A. L. and Oltvai, Z. N., "Network Biology : Understanding the Cell's Functional Organization," Nat Rev Genet, Vol. 5, No. 2, pp. 101-113, 2004.   DOI   ScienceOn
6 Bennett, S., "Just How Big Is Twitter in 2012?" Mediabistro, http://www.mediabis tro.com/alltwitter/twitter-statistics-201 2_b18914, 2012.
7 Berger, J. and Schwartz, E. M., "What Drives Immediate and Ongoing Word of Mouth?," Journal of Marketing Research, Vol. 48, No. 5, pp. 869-880, 2011.   DOI   ScienceOn
8 Boyd, D. M. and Ellison, N. B., "Social Network Sites : Definition, History, and Scholarship," Journal of Computer-Mediated Communication, Vol. 13, No. 1, pp. 210- 230, 2007.
9 Chang, D., "Korean Politics on Twitter : Networks of Politicians and Voters," Journal of Communication Research(언론 정보연구), Vol. 48, No. 2, pp. 80-107, 2011.
10 Chang, D. and Ghim, G., "The Structure and Dynamics of the Korean Twitter Network," Journal of Communication Research(언론정보연구), Vol. 48, No. 1, pp. 59-86, 2011.
11 Cheung, C. M. K. and Lee, M. K. O., "What Drives Comsumers to Spread Electronic Word of Mouth in Online Consumer- Option Platforms," Decision Support Systems, Vol. 53, No. 1, pp. 218-225, 2012.   DOI   ScienceOn
12 Chevalier, J. A. and Mayzlin, D., "The Effect of Word of Mouth on Sales : Online Book Reviews," Journal of Marketing Research, Vol, 43. No. 3, pp. 345-354, 2006.   DOI   ScienceOn
13 Devenow, A. and Welch, I., "Rational Herding in Financial Economics," European Economic Review, Vol. 40, No. 3-5, pp. 603-615, 1996.   DOI   ScienceOn
14 Duan, W., Gu, B., and Whinston, A. B., "Informational Cascades and Software Adoption on the Internet : An Empirical Investigation," MIS Quarterly, Vol. 33, No. 1, pp. 23-48, 2009.
15 Ellison, N. B., Steinfield, C., and Lampe, C., "The Benefits of Facebook "Friends : Social Capital and College Students' Use of Online Social Network Sites," Journal of Computer-Mediated Communication, Vol. 12, No. 4, pp. 1143-1168, 2007.
16 Fogel, J. and Nehmad, E., "Internet Social Network Communities : Risk Taking, Trust, and Privacy Concerns," Computers in Human Behavior, Vol. 25, No. 1, pp. 153- 160, 2009.   DOI   ScienceOn
17 Garg, R., Smith, M. D., and Telang, R., "Measuring Information Diffusion in an Online Community," Journal of Management Information Systems, Vol. 28, No. 2, pp. 11-37, 2011.   DOI   ScienceOn
18 Java, A., Song, X., Finin, T., and Tseng, B., "Why We Twitter : Understanding Microblogging Usage and Communities," in Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis, San Jose, California, pp. 56-65, 2007.
19 Hargittai, E., "Whose Space? Differences among Users and Non-Users of Social Network Sites," Journal of Computer- Mediated Communication, Vol. 13, No. 1, pp. 276-297, 2007.   DOI
20 Jansen, B. J., Zhang, M., Sobel, K., and Chowdury, A., "Twitter Power : Tweets as Electronic Word of Mouth," Journal of the American Society for Information Science and Technology, Vol. 60, No. 11, pp. 2169-2188, 2009.   DOI   ScienceOn
21 Katona, Z., Zubcsek, P. P., and Sarvary, M., "Network Effects and Personal Influences : The Diffusion of an Online Social Network," Journal of Marketing Research, Vol. 48, No. 3, pp. 425-443, 2011.   DOI   ScienceOn
22 Kwak, H., Lee, C., Park, H., and Moon, S., "What Is Twitter, a Social Network or a News Media?," in Proceedings of the 19th international conference on World Wide Web, New York, pp. 591-600, 2010.
23 Langville, A. N. and Meyer, C. D., Google's Pagerank and Beyond : The Science of Search Engine Rankings, Princeton University Press, New Jersey, 2006.
24 Liu, D. and Chen, X., "Rumor Propagation in Online Social Networks Like Twitter - a Simulation Study," in Third International Conference on Multimedia Information Networking and Security (MINES), Nanjing, pp. 278-282, 2011.
25 Marett, K. and Joshi, K. D., "The Decision to Share Information and Rumors : Examining the Roleof Motivation in an Online Discussion Forum," Communications of the AIS, Vol. 24, No. 4, pp. 48-68, 2009.
26 McLure-Wasko, M. and Faraj, S., "Why Should I Share? Examining Social Capital and Knowledge Contribution in Electronic Networks of Practice," MIS Quarterly, Vol. 29, No. 1, pp. 35-57, 2005.
27 Romero, D., Galuba, W., Asur, S., and Huberman, B., "Influence and Passivity in Social Media, in Machine Learning and Knowledge Discovery," in Databases, D. Gunopulos, T. Hofmann, D. Malerba, and M. Vazirgiannis (Eds), Springer Berlin Heidelberg, pp. 18-33, 2011.
28 Mislove, A., Marcon, M., Gummadi, K. P., Druschel, P., and Bhattacharjee, B., "Measurement and Analysis of Online Social Networks," in Proceedings of the 7th ACM SIGCOMM conference on Internet measurement, San Diego, California, pp. 29-42, 2007.
29 Oh, O., Kwon, K. H., and Rao, H. R., "An Exploration of Social Media in Extreme Events : Rumor Theory and Twitter During the Haiti Earthquake 2010," in ICIS 2010 Paper 231, 2010.
30 Pijpers, G., Information Overload : A System for Better Managing Everyday Data, John Wiley & Sons, New Jersey, 2010.
31 Rosnow, R. L., "Inside Rumor : A Personal Journey," American Psychologist, Vol. 46, No. 5, pp. 484-496, 1991.   DOI
32 Rosnow, R. L. and Foster, E. K., "Rumor and Gossip Research," APA Online Psychological Science Agenda, Vol. 19, No. 4, pp. 1-4, 2005.
33 SocialBakers, "Facebook Statistics by Country," http://www.socialbakers.com/fac ebook-statistics, 2012.
34 Steinfield, C., Ellison, N. B., and Lampe, C., "Social Capital, Self-Esteem, and Use of Online Social Network Sites : A Longitudinal Analysis," Journal of Applied Developmental Psychology, Vol. 29, No. 6, pp. 434-445, 2008.   DOI   ScienceOn
35 Suh, B., Hong, L., Pirolli, P., and Chi, E. H. "Want to Be Retweeted? Large Scale Analytics on Factors Impacting Retweet in Twitter Network," in 2010 IEEE Second International Conference on Social Computing (SocialCom), Palo Alto, pp. 177-184. 2010.
36 Taylor, W. A., "Computer-Mediated Knowledge Sharing and Individual User Differences : An Exploratory Study," European Journal of Information Systems, Vol. 13, No. 1, pp. 52-64, 2004.   DOI   ScienceOn
37 Wilensky, U., Netlogo, http://ccl.northwe stern.edu/netlogo, Center for Connected Learning and Computer-Based Modeling, Northwestern University. Evanston, 1999.
38 Wattal, S., Schuff, D., Mandviwalla, M., and Williams, C. B., "Web 2.0 and Politics : The 2008 U.S. Presidential Election and an E-Politics Research Agenda," MIS Quarterly, Vol. 34, No. 4, pp. 669-688, 2010.
39 Watts, D. J. and Strogatz, S. H., "Collective Dynamics of 'Small-World' Networks, Nature, Vol. 393, No. 4, pp. 440-442, 1988.
40 Wiertz, C. and Ruyter, K. D., "Beyond the Call of Duty : Why Customers Contribute to Firm-Hosted Commercial Online Community," Organization Studies, Vol. 28, No. 3, pp. 347-376, 2007.   DOI   ScienceOn
41 Xu, Y., Kim, H., and Kankanhalli, A., "Task and Social Information Seeking : Whom Do We Prefer and Whom Do We Approach?," Journal of Management Information Systems, Vol, 27. No. 3, pp. 211-240, 2010.   DOI   ScienceOn