Skip to main content

The Effect of Citations to Collaboration Networks

  • Chapter

Part of the book series: Studies in Computational Intelligence ((SCI,volume 424))

Abstract

In this paper we investigate collaborations in computer science based on the Association for Computing and Machinery (ACM) Digital Library dataset. We have constructed two types of network of collaborations one based on all publications and a second that only considers publications with at least one citation. We compare and measure the metrics for both the networks and we show that there are slight structural changes and significant fluctuations in the ranking of authors.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Amaral, L., Scala, A., Barthélémy, M., Stanley, H.: Classes of small-world networks. Proceedings of the National Academy of Sciences 97(21), 11,149 (2000)

    Article  Google Scholar 

  2. Barabasi, A., Jeong, H., Neda, Z., Ravasz, E., Schubert, A., Vicsek, T.: Evolution of the social network of scientific collaborations. Physica A: Statistical Mechanics and its Applications 311(3-4), 590–614 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  3. Blondel, V.D., Guillaume, J.L., Lambiotte, R., Lefebvre, E.: Fast unfolding of communities in large networks. Journal of Statistical Mechanics: Theory and Experiment (10), P10,008 (2008), http://stacks.iop.org/1742-5468/2008/i=10/a=P10008

  4. Castro, R.D., Grossman, J.W.: Famous trails to paul erdös. Mathematical Intelligencer 21, 51–63 (1999)

    Article  MATH  Google Scholar 

  5. Chen, Q., Chang, H., Govindan, R., Jamin, S.: The origin of power laws in internet topologies revisited. In: Proceedings of INFOCOM 2002, Twenty-First Annual Joint Conference of the IEEE Computer and Communications Societies, vol. 2, pp. 608–617. IEEE (2002)

    Google Scholar 

  6. Cheong, F., Corbitt, B.: A social network analysis of the co-authorship network of the pacific asia conference on information systems from 1993 to 2008. In: Proceedings of Pacific Asia Conference on Information Systems (PACIS 2009), Hyderabad, India (2009)

    Google Scholar 

  7. Divakarmurthy, P., Biswas, P., Menezes, R.: A temporal analysis of geographical distances in computer science collaborations. In: IEEE International Conference on Social Computing, pp. 657–660 (2011)

    Google Scholar 

  8. Garfield, E., Welljams-Dorof, A.: Of nobel class: A citation perspective on high impact research authors. Atheoretical Medicine 13, 117–135 (1992)

    Article  Google Scholar 

  9. Newman, M.: The structure and function of complex networks. SIAM Review, 167–256 (2003)

    Google Scholar 

  10. Newman, M.: Co-authorship network and pattern of scientific collaboration. Proceedings of National Academy of Sciences 101, 5200–5205 (2004)

    Article  Google Scholar 

  11. Wassernman, S., Faust, K.: Social network analysis: Methods and applications, structural analysis in social sciences. Cambridge University Press, New York City (1994)

    Book  Google Scholar 

  12. Watts, D., Strogatz, S.: Collective dynamics of small-world networks. Nature 393(6684), 440–442 (1998)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Pramod Divakarmurthy .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Divakarmurthy, P., Menezes, R. (2013). The Effect of Citations to Collaboration Networks. In: Menezes, R., Evsukoff, A., González, M. (eds) Complex Networks. Studies in Computational Intelligence, vol 424. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-30287-9_19

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-30287-9_19

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-30286-2

  • Online ISBN: 978-3-642-30287-9

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics