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Characterizing social cascades in flickr

Published: 18 August 2008 Publication History

Abstract

Online social networking sites like MySpace and Flickr have become a popular way to share and disseminate content. Their massive popularity has led to the viral marketing of content, products, and political campaigns on the sites themselves. Despite the excitement, the precise mechanisms by which information is exchanged over these networks are not well understood.
In this paper, we investigate social cascades, or how information disseminates through social links in online social networks. Using real traces of 1,000 popular photos and a social network collected from Flickr, and a theoretical framework borrowed from epidemiology, we show that social cascades are an important factor in the dissemination of content. Our work provides an important first step in understanding how information disseminates in social networks.

References

[1]
D. Brockmann, L. Hufnagel, and T. Geisel. The Scaling Laws of Human Travel. Nature, 2006.
[2]
M. Cha, H. Kwak, P. Rodriguez, Y-Y. Ahn, and S. Moon. I Tube, You Tube, Everybody Tubes: Analyzing the World's Largest User Generated Content Video System. In Proc. of ACM IMC, 2007.
[3]
P. Dodds and D. Watts. A Generalized Model of Social and Biological Contagion. Journal of Theoretical Biology, 2005.
[4]
Flickr. http://www.flickr.com.
[5]
A. J. Ganesh, L. Massoulié, and D. F. Towsley. The Effect of Network Topology on the Spread of Epidemics. In Proc. of IEEE INFOCOM, 2005.
[6]
D. Kempe, J. Kleinberg, and E. Tardos. Maximizing the Spread of Influence Through a Social Network. In Proc. of ACM SIGKDD, 2003.
[7]
S. Liebowitz and S. Margolis. Network Effects and Externalities. The New Palgrave's Dictionary of Economics and the Law, MacMillan, New York, 1998.
[8]
R. M. May and A. L. Lloyd. Infection Dynamics on Scale-Free Networks. Physics Review E, 2001.
[9]
A. Mislove, M. Marcon, K. P. Gummadi, P. Druschel, and B. Bhattacharjee. Measurement and Analysis of Online Social Networks. In Proc. of ACM IMC, 2007.
[10]
A. Mislove, H. Koppula, K. P. Gummadi, P. Druschel, and B. Bhattacharjee. Growth of the Flickr Social Network. In Proc. of WOSN, 2008.
[11]
M. A. Nowak and R. M. May. Superinfection and the Evolution of Parasite Virulence. Biological Sciences, 1994.
[12]
R. Pastor-Satorras and A. Vespignani. Epidemics and Immunization in Scale-Free Networks. Wiley, Berlin, 2005.
[13]
E. M. Rogers. Diffusion of Innovations. Free Press, New York, 5th Edition, 2003.
[14]
TechCrunch. 2 Billion Photos on Flickr. http://www.techcrunch.com/2007/11/13/2-billion-photos-on-flickr/.
[15]
T. W. Valente. Network Models of the Diffusion of Innovations. Hampton Press, Cresskill, N.J., 1995.
[16]
YouTube Fact Sheet. http://www.youtube.com/t/fact_sheet.

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  • (2021)A Study on the Network Effectiveness of Sustainable K-Fashion and Beauty Creator Media (Social Media) in the Digital EraSustainability10.3390/su1316875813:16(8758)Online publication date: 5-Aug-2021
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Published In

cover image ACM Conferences
WOSN '08: Proceedings of the first workshop on Online social networks
August 2008
92 pages
ISBN:9781605581828
DOI:10.1145/1397735
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 18 August 2008

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Author Tags

  1. cascades
  2. epidemiology
  3. information dissemination
  4. social networks

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  • Research-article

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SIGCOMM '08
Sponsor:
SIGCOMM '08: ACM SIGCOMM 2008 Conference
August 18, 2008
WA, Seattle, USA

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Overall Acceptance Rate 12 of 36 submissions, 33%

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Cited By

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  • (2023)The impact of social media marketing on the dissemination of mini program in social network with different community structureJournal of Information Science10.1177/01655515231161523Online publication date: 30-Mar-2023
  • (2022)A Study on Conformity Appeal Attributes and Social Contagion of Beauty-Focused One-Person Media in Sustainable E-CommerceSustainability10.3390/su1410622614:10(6226)Online publication date: 20-May-2022
  • (2021)A Study on the Network Effectiveness of Sustainable K-Fashion and Beauty Creator Media (Social Media) in the Digital EraSustainability10.3390/su1316875813:16(8758)Online publication date: 5-Aug-2021
  • (2021)Eavesdropping Techniques Role in Information Warfare - Status, Challenges and Future trends2021 2nd Information Technology To Enhance e-learning and Other Application (IT-ELA)10.1109/IT-ELA52201.2021.9773702(172-176)Online publication date: 28-Dec-2021
  • (2020)Viralité et partage dans les espaces socionumériquesInterfaces numériques10.25965/interfaces-numeriques.43419:2Online publication date: 18-Nov-2020
  • (2020)IntroductionModeling Information Diffusion in Online Social Networks with Partial Differential Equations10.1007/978-3-030-38852-2_1(1-2)Online publication date: 17-Mar-2020
  • (2020) COVID ‐19 pandemic and information diffusion analysis on Twitter Proceedings of the Association for Information Science and Technology10.1002/pra2.25257:1Online publication date: 22-Oct-2020
  • (2019)Communication virale dans la publicité au sein des espaces numériques : jeux de donnéesRevue française des sciences de l’information et de la communication10.4000/rfsic.7784Online publication date: 1-Dec-2019
  • (2019)Sub-Network Structure and Information Diffusion Behaviors in a Sustainable Fashion Sharing Economy PlatformSustainability10.3390/su1112324911:12(3249)Online publication date: 12-Jun-2019
  • (2019)Characterizing Speed and Scale of Cryptocurrency Discussion Spread on RedditThe World Wide Web Conference10.1145/3308558.3313702(560-570)Online publication date: 13-May-2019
  • Show More Cited By

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