Skip to main content

The Assignment of Referees to WSC10 Submissions: An Evolutionary Approach

  • Conference paper
  • 1006 Accesses

Part of the book series: Advances in Intelligent and Soft Computing ((AINSC,volume 36))

Abstract

The method used to assign referees to the manuscripts submitted to the 10th online World Conference on Soft Computing (WSC10) is described. Each of the 94 manuscripts received was associated with three unique reviewers from a program committee of 78 persons. A fairly advanced, hand-tuned fitness function based on inverse keyword-frequencies, keyword coverage, and penalties for refereeoveruse was used to evolve a satisfactory assignment, via a standard evolutionary algorithm. The resulting referee-to-manuscript matches were hand-adjusted in a small number of cases. In total, only seven assignments (out of more than 280) were declined by referees, and the return-rate for completed reviews was 81%.

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   169.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   219.99
Price excludes VAT (USA)
  • Compact, lightweight 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. K. Antonina, B. Barbro, V. Hannu, T. Jarmo, and V. Ari. Prototypematching system for allocating conference papers. In Proceedings of the 36th International Conference on System Sciences (HICSS’03). IEEE Press, 2003.

    Google Scholar 

  2. C. Basu, H. Hirsh, W. W. Cohen, and C. Nevill-Manning. Technical paper recommendation: A study in combining multiple information sources. Journal of Artificial Intelligence Research, 1:231–252, 2001.

    Google Scholar 

  3. C. Buckley. Term weighting approaches in automatic text retrieval. Technical Report TR87-881, Cornell University, Ithaca, NY, 1987.

    Google Scholar 

  4. D.G. Cattrysse and L.N. van Wassenhove. A survey of algorithms for the generalized assignment problem. European Journal of Operational Research, 60:260–272, 1992.

    Article  MATH  Google Scholar 

  5. R. J. Collins and D. R. Jefferson. Selection in massively parallel genetic algorithms. In Proceedings of the Fourth International Conference on Genetic Algorithms, pages 249–256. Morgan Kaufmann, 1991.

    Google Scholar 

  6. S. T. Dumais and J. Nielsen. Automating the assignment of submitted manuscripts to reviewers. In Proceedings of the 15th Annual International SIGIR, pages 233–244. ACM, 1992.

    Google Scholar 

  7. GR Raidl H Felt. An improved hybrid genetic algorithm for the generalized assignment problem. In Proceedings of the 2004 ACM Symposium on Applied Computing, pages 990–995, 2004.

    Google Scholar 

  8. [8] David Hartvigsen, Jerry C. Wei, and Richard Czuchlewski. The conference paper-reviewer assignment problem. Decision Sciences, 30:865–876, 1999.

    Article  Google Scholar 

  9. J.J. Merelo-Cuervos and P. Castillo-Valdivieso. Conference paper assignment using a combined greedy/evolutionary algorithm. In Parallel Problem Solving from Nature (PPSN VIII), number 3242 in LNCS, pages 602–611. Springer, 2004.

    Google Scholar 

  10. D. Yarowsky and R. Florian. Taking the load off the conference chairs: towards a digital paper-routing assistant. In Proceedings of the 1999 Joint SIGDAT Emprical Methods in NLP and Very-Large Corpora, 1999.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2006 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Knowles, J. (2006). The Assignment of Referees to WSC10 Submissions: An Evolutionary Approach. In: Tiwari, A., Roy, R., Knowles, J., Avineri, E., Dahal, K. (eds) Applications of Soft Computing. Advances in Intelligent and Soft Computing, vol 36. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-36266-1_33

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-36266-1_33

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-29123-7

  • Online ISBN: 978-3-540-36266-1

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics