Abstract
Due to the rapid growth of online social media, social influencers have attracted a great attention as new marketing channels. Brands such as NIKE or Starbucks try to advertise their products through social influencers who have expertise in specific areas and have a large number of followers with similar interests. In this paper, we analyze social relationships and interactions among influencers in Instagram. To investigate how social influencers manage social relationships with other influencers and how they share common followers, we conduct a measurement study on Instagram, and analyze the 218 social influencers who are followed by 8.9 M Instagram users. We find that influencers tend to have a large number of followers who are potential customers of brands, make reciprocal relationships with other influencers, and share common followers with other influencers. We also reveal that influencers who are connected each other tend to share common followers. We believe our work can provide an important insight for brands who would like to effectively hire a set of influencers and maximize their advertising effect.
References
Gillin, P., Moore, G.A.: The New Influencers: A Marketer’s Guide to the New Social Media. Linden Publishing, Chicago (2009)
Bakshy, E., Rosenn, I., Marlow, C., Adamic, L.: The role of social networks in information diffusion. In: 21st ACM International Conference on World Wide Web (WWW) (2012)
Han, J., Choi, D., Chun, B.G., Kwon, T.T., Kim, H.C., Choi, Y.: Collecting, organizing, and sharing pins in Pinterest: interest-driven or social-driven? In: ACM International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS) (2014)
Kwak, H., Lee, C., Park, H., Moon, S.: What is twitter, a social network or a news media? In: 19th ACM International Conference on World Wide Web (WWW) (2010)
Goldenberg, J., Han, S., Lehmann, D.R., Hong, J.W.: The role of hubs in the adoption process. J. Mark. 73(2), 1–13 (2009)
Guo, S., Wang, M., Leskovec, J.: The role of social networks in online shopping: information passing, price of trust, and consumer choice. In: 12th ACM Conference on Electronic Commerce (EC) (2011)
Cha, M., Haddadi, H., Benevenuto, F., Gummadi, P.K.: Measuring user influence in Twitter: the million follower fallacy. In: 4th AAAI International Conference on Weblogs and Social Media (ICWSM) (2010)
Bughin, J.: Getting a sharper picture of social media influence. McKinsey Q. 3, 8–11 (2015)
Statista: Brand activation marketing spending in the united states in 2015, by type. http://www.statista.com/statistics/650998/brand-activation-marketing-spending-usa/
Bhatt, R., Chaoji, V., Parekh, R.: Predicting product adoption in large-scale social networks. In: the 19th ACM International Conference on Information and Knowledge Management (CIKM) (2010)
Leskovec, J., Adamic, L.A., Huberman, B.A.: The dynamics of viral marketing. ACM Trans. Web (TWEB) 1(1), 5 (2007)
Goodman, M.B., Booth, N., Matic, J.A.: Mapping and leveraging influencers in social media to shape corporate brand perceptions. Corp. Commun. Int. J. 16(3), 184–191 (2011)
Ha, A.: Instagram marketing startup popular pays raises $2 million. TechCrunch (2015)
Barabási, A.L., Albert, R.: Emergence of scaling in random networks. Science 286(5439), 509–512 (1999)
Mislove, A., Koppula, H.S., Gummadi, K.P., Druschel, P., Bhattacharjee, B.: Growth of the Flickr social network. In: The First Workshop on Online Social Networks. ACM (2008)
Acknowledgement
This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP; Ministry of Science, ICT & Future Planning) (No. NRF-2017R1C1B5018199).
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Kim, S., Han, J., Yoo, S., Gerla, M. (2017). How Are Social Influencers Connected in Instagram?. In: Ciampaglia, G., Mashhadi, A., Yasseri, T. (eds) Social Informatics. SocInfo 2017. Lecture Notes in Computer Science(), vol 10540. Springer, Cham. https://doi.org/10.1007/978-3-319-67256-4_20
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DOI: https://doi.org/10.1007/978-3-319-67256-4_20
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