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How Are Social Influencers Connected in Instagram?

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Book cover Social Informatics (SocInfo 2017)

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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.

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References

  1. Gillin, P., Moore, G.A.: The New Influencers: A Marketer’s Guide to the New Social Media. Linden Publishing, Chicago (2009)

    Google Scholar 

  2. 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)

    Google Scholar 

  3. 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)

    Google Scholar 

  4. 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)

    Google Scholar 

  5. 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)

    Article  Google Scholar 

  6. 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)

    Google Scholar 

  7. 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)

    Google Scholar 

  8. Bughin, J.: Getting a sharper picture of social media influence. McKinsey Q. 3, 8–11 (2015)

    Google Scholar 

  9. Statista: Brand activation marketing spending in the united states in 2015, by type. http://www.statista.com/statistics/650998/brand-activation-marketing-spending-usa/

  10. 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)

    Google Scholar 

  11. Leskovec, J., Adamic, L.A., Huberman, B.A.: The dynamics of viral marketing. ACM Trans. Web (TWEB) 1(1), 5 (2007)

    Article  Google Scholar 

  12. 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)

    Article  Google Scholar 

  13. Ha, A.: Instagram marketing startup popular pays raises $2 million. TechCrunch (2015)

    Google Scholar 

  14. Barabási, A.L., Albert, R.: Emergence of scaling in random networks. Science 286(5439), 509–512 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  15. 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)

    Google Scholar 

Download references

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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Correspondence to Jinyoung Han .

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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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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-67255-7

  • Online ISBN: 978-3-319-67256-4

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