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Studying the Role of Diversity in Open Collaboration Network: Experiments on Wikipedia

  • Katarzyna Baraniak
  • Marcin Sydow
  • Jacek Szejda
  • Dominika Czerniawska
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 9564)

Abstract

This paper presents some empirical study towards understanding the role of diversity of individual authors and whole teams of authors on the quality of the articles they co-edit in open collaboration environments like Wikipedia. We introduce a concept of diversity of interests or versatility of a Wikipedia editor and Wikipedia teams and examine how it is correlated with the quality of their production. Our experiments indicate that editor’s and team’s diversity seems to have bigger impact on quality of their work than other properties.

Keywords

Diversity of interest Team diversity Wikipedia Article quality Open collaboration 

Notes

Acknowledgements

The work is partially supported by the Polish National Science Centre grant 2012/05/B/ST6/03364.

References

  1. 1.
    Aggarwal, A.: Decision making in diverse swift teams: an exploratory study. In: Proceedings of the 2014 47th Hawaii International Conference on System Sciences, HICSS 2014, pp. 278–288. IEEE Computer Society, Washington, DC (2014)Google Scholar
  2. 2.
    Agrawal, R., Gollapudi, S., Halverson, A., Ieong, S.: Diversifying search results. In: Proceedings of the Second ACM International Conference on Web Search and Data Mining, WSDM 2009, pp. 5–14. ACM, New York (2009)Google Scholar
  3. 3.
    Carbonell, J., Goldstein, J.: The use of mmr, diversity-based reranking for reordering documents and producing summaries. In: Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 1998, pp. 335–336. ACM, New York (1998)Google Scholar
  4. 4.
    Chen, J., Ren, Y., Riedl, J.: The effects of diversity on group productivity and member withdrawal in online volunteer groups. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, CHI 2010, pp. 821–830. ACM, New York (2010)Google Scholar
  5. 5.
    Goffman, W.: A searching procedure for information retrieval. Inf. Storage Retrieval 2(2), 73–78 (1964)CrossRefzbMATHGoogle Scholar
  6. 6.
    Langlois, R.N., Garzarelli, G.: Of Hackers and Hairdressers: Modularity and the Organizational Economics of Open-source Collaboration. Working papers 2008–53, University of Connecticut, Department of Economics (2008)Google Scholar
  7. 7.
    López, C.A., Butler, B.S.: Consequences of content diversity for online public spaces for local communities. In: Proceedings of the 2013 Conference on Computer Supported Cooperative Work, CSCW 2013, pp. 673–682. ACM, New York (2013)Google Scholar
  8. 8.
    Parnas, D.L.: On the criteria to be used in decomposing systems into modules. Commun. ACM 15(12), 1053–1058 (1972)CrossRefGoogle Scholar
  9. 9.
    Sanchez, R., Mahoney, J.T.: Modularity, flexibility, and knowledge management in product and organization design. Strateg. Manag. J. 17, 63–76 (1996)CrossRefGoogle Scholar
  10. 10.
    Sydow, M., Pikula, M., Schenkel, R.: The notion of diversity in graphical entity summarisation on semantic knowledge graphs. J. Intell. Inf. Syst. 41, 109–149 (2013)CrossRefGoogle Scholar
  11. 11.
    Szejda, J., Czerniawska, D., Sydow, M.: Does a “Renaissance Man” create good wikipedia articles? In: Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, (KDIR-2014), pp. 425–430. SCITEPRESS (2014)Google Scholar
  12. 12.
    Vee, E., Srivastava, U., Shanmugasundaram, J., Bhat, P., Yahia, S.A.: Efficient computation of diverse query results. In: Proceedings of the 2008 IEEE 24th International Conference on Data Engineering, ICDE 2008, pp. 228–236. IEEE Computer Society, Washington, DC (2008)Google Scholar

Copyright information

© Springer International Publishing Switzerland 2016

Authors and Affiliations

  • Katarzyna Baraniak
    • 1
  • Marcin Sydow
    • 1
    • 4
  • Jacek Szejda
    • 2
  • Dominika Czerniawska
    • 3
  1. 1.Polish-Japanese Academy of Information TechnologyWarsawPoland
  2. 2.Educational Research InstituteWarsawPoland
  3. 3.Interdisciplinary Centre for Mathematical and Computational ModellingUniversity of WarsawWarsawPoland
  4. 4.Institute of Computer Science, Polish Academy of SciencesWarsawPoland

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