Generalized friendship paradox in complex networks: The case of scientific collaboration

Scientific Reports

Volumn 4, Issue , 2014, Pages

  Eom, Young Ho ^a   Jo, Hang Hyun ^b  

^a UNIVERSITÉ DE TOULOUSE   (France)

^b AALTO UNIVERSITY   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; COOPERATION; FRIEND; HUMAN; HUMAN RELATION; SOCIAL NETWORK; WRITING;

AUTHORSHIP; COOPERATIVE BEHAVIOR; FRIENDS; HUMANS; INTERPERSONAL RELATIONS; SOCIAL NETWORKING;

EID: 84898416584     PISSN: None     EISSN: 20452322     Source Type: Journal    
DOI: 10.1038/srep04603     Document Type: Article

References (39)

1. Watts, D. J. & Strogatz, S. H. Collective dynamics of 'small-world' networks. Nature 393, 440-442 (1998) (Pubitemid 28292183)
2. Castello, C., Fortunato, S. & Loreto, V. Statistical physics of social dynamics. Rev. Mod. Phys. 81, 591-646 (2009)
3. Lazer, D. et al. Computational social science. Science 323, 721-723 (2009)
4. Vespignani, A. Modelling dynamical processes in complex socio-technical systems. Nat. Phy. 8, 32-39 (2011)
5. Centola, D. The spread of behavior in an online social network experiment. Science 329, 1194-1197 (2010)
6. Bakshy, E., Rosenn, I., Marlow, C. & Adamic, L. The role of social networks in information diffusion. In WWW' 12: Proc. 21st Intl. Conf. on World Wide Web Lyon, France. New York, NY, USA: ACM. (2012, April 16-20)
7. Christakis, N. A. & Fowler, J. H. The spread of obesity in a large social network over 32 years. N. Engl. J. Med. 357, 370 (2007)
8. Pastor-Satorras, R. & Vespignani, A. Epidemic spreading in scale-free networks. Phys. Rev. Lett. 86, 3200-3203 (2001) (Pubitemid 32317894)
9. Weng, L., Menczer, F. & Ahn, Y.-Y. Virality prediction and community structure in social networks. Sci. Rep 3, 2522 (2013)
10. Marvel, S. A., Martin, T., Doering, C. R., Lusseau, D. & Newman, M. E. J. The small-world effect is a modern phenomenon. arXiv:1310.2636 (2013)
11. Barabasi, A.-L. & Albert, R. Emergence of scaling in random networks. Science 286, 509-512 (1998)
12. Newman, M. E. J. Assortative mixing in networks. Phys. Rev. Lett. 89, 208701 (2002)
13. Fortunato, S. Community detection in graphs. Phys. Rep. 486, 75-174 (2010)
14. Feld, S. L. Why Your Friends Have More Friends Than Yo Do. Am. J. of Sociol. 96, 1464-1477 (1991)
15. Ugander, J., Karrer, B., Backstrom, L. & Marlow, C. The anatomy of the Facebook social graph. arXiv:1111.4503 (2011)
16. Hodas, N. O., Kooti, F. & Lerman, K. Friendship paradox redux: Your friends are more interesting than you. In ICWSM' 13: Proc 7th Int. AAAI Conf. on Weblogs and Social Media, Cambridge, MA, USA. Palo Alto, CA, USA: The AAAI press (2013, July 8-10)
17. Zuckerman, E. & Jost, J. What makes you think you're so popular? Self-evaluation maintenance and the subjective side of the "friendship paradox" Soc. Psychol. Q. 64, 207-223 (2001)
18. Christakis, N. A. & Fowler, J. H. Social network sensors for early detection of contagious outbreaks. PLoS ONE 5, e12948 (2010)
19. Garcia-Herranz, M., Moro, E., Cerbrian, M., Christakis, N. A. & Fowler, J. H. Using friends as sensors to detect global-scale contagious outbreaks. arXiv:1211.6512 (2012)
20. Cohen, R., Havlin, S. & ben-Avraham, D. Efficient immunization strategies for computer networks and populations. Phys. Rev. Lett. 91, 247901 (2003)
21. Park, J. & Barabasi, A.-L. Distribution of node characteristics in complex networks. Proc. Natl. Acad. Sci. USA 104, 17916-17920 (2007) (Pubitemid 350210796)
22. Fowler, J. H.,Dawes, C. T.&Christakis, N. A. Model of genetic variation in human social networks. Proc. Natl. Acad. Sci. USA 106, 1720-1724 (2008)
23. Kong, J. S., Sarshar, N.&Roychowdhury, V. P. Experience versus talent shapes the structure of the Web. Proc. Natl. Acad. Sci. USA 105, 13724-13729 (2008)
24. Eom, Y.-H. & Fortunato, S. Characterizing and modeling citation dynamics. PLoS ONE 6, e24926 (2011)
25. Aral, S., Muchnik, L. & Sundararajan, A. Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks. Proc. Natl. Acad. Sci. USA 106, 21544-21549 (2009)
26. Lee, S. H., Kim, P.-J. & Jeong, H. Statistical properties of sampled networks. Phys. Rev. E 73, 016102 (2006)
27. Onnela, J. et al. Analysis of a large-scale weighted network of one-to-one human communication. New J. Phys. 9, 179 (2007)
28. Barrat, A., Barthelemy, M., Pastor-Satorras, R. & Vespignani, A. The architecture of complex weighted networks. Proc. Natl. Acad. Sci. USA 101, 3747-3752 (2004) (Pubitemid 38381049)
29. Jeong, H., Mason, S. P., Barabasi, A.-L. & Oltvai, Z. N. Lethality and centrality in protein networks. Nature 411, 41-42 (2001) (Pubitemid 32428180)
30. Zotenko, E., Mestre, J., O'Leary, D. P.&Przytycka, T.M.Why do hubs in the Yeast protein interaction network tend to be essential: Reexamining the connection between the network topology and essentiality. PLoS Comput. Biol. 4, e1000140 (2008)
31. Fraser, H. B., Hirsh, A. E., Steinmetz, L. M., Scharfe, C. & Feldman, M. W. Evolutionary rate in the protein interactionnetwork. Science 296, 750-752 (2002)
32. Press, W. H., Teukolsky, S. A., Vetterling, W. T. & Flannery, B. P. Numerical Recipes in C: The Art of Scientific Computing - Second Edition. (Cambridge University Press, Cambridge 1992)
33. Fortunato, S., Bogunna, M., Flammini, A. & Menczer, F. [Approximating PageRank from indegree] Algorithms and Models for the Web-Graph [59-71] (Springer Berlin Heidelberg, Germany, 2008)
34. Kross, E. et al. Facebook Use Predicts Declines in Subjective Well-Being in Young Adults. PLoS ONE 8, e69841 (2013)
35. Kivela, M. et al. Multilayer networks. arXiv:1309.7233 (2013)
36. Jo, H.-H., Baek, S. K. & Moon, H.-T. Immunization dynamics on a two-layer network model. Physica A 361, 534-542 (2006) (Pubitemid 43121182)
37. Szell, M., Lambiotte, R. & Thurner, S. Multirelational organization of large-scale social networks in an online world. Proc. Natl Acad. Sci. USA 107, 13636 (2010)
38. Parshani, R., Rozenblat, C., Ietri, D., Ducruet, C. & Havlin, S. Inter-similarity between coupled networks. Europhys. Lett. 92, 68002 (2010)
39. Radichhi, F., Fortunato, S., Markines, B. & Vespignani, A. Diffusion of scientific credits and the ranking of scientists. Phys. Rev. E 80, 056103 (2009)