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Investigating Collaboration Dynamics in Different Ontology Development Environments

  • Marco Rospocher
  • Tania Tudorache
  • Mark A. Musen
Part of the Lecture Notes in Computer Science book series (LNCS, volume 8793)

Abstract

Understanding the processes and dynamics behind the collaborative construction of ontologies will enable the development of quality ontologies in distributed settings. In this paper, we investigate the collaborative processes behind ontology development with two Web-based modeling tools, WebProtégé and MoKi. We performed a quantitative analysis of user activity logs from both tools. This analysis sheds light on (i) the way people edit an ontology in collaborative settings, and (ii) the role of discussion activities in collaborative ontology development. To explore whether the ontology tool influences the collaboration processes, we conducted five investigations using the collaborative data from both tools and we found that users tend to collaborate in similar ways, even if the tools and their collaboration support differ. We believe these findings are valuable because they advance our understanding of collaboration processes in ontology development, and they can serve as a guide for developers of collaborative tools.

Keywords

Class Hierarchy Discussion Activity Collaboration Process Editing Activity Distinct User 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

  1. 1.
    Schober, D., Malone, J., Stevens, R.: Observations in collaborative ontology editing using collaborative protégé. In: Workshop on Collaborative Construction, Management and Linking of Structured Knowledge (2009)Google Scholar
  2. 2.
    Falconer, S., Tudorache, T., Noy, N.F.: An analysis of collaborative patterns in large-scale ontology development projects. In: Sixth International Conference on Knowledge Capture (K-CAP), vol. 11, pp. 25–32 (2011)Google Scholar
  3. 3.
    Di Francescomarino, C., Ghidini, C., Rospocher, M.: Evaluating wiki-enhanced ontology authoring. In: ten Teije, A., Völker, J., Handschuh, S., Stuckenschmidt, H., d’Acquin, M., Nikolov, A., Aussenac-Gilles, N., Hernandez, N. (eds.) EKAW 2012. LNCS (LNAI), vol. 7603, pp. 292–301. Springer, Heidelberg (2012)CrossRefGoogle Scholar
  4. 4.
    Strohmaier, M., Walk, S., Pschko, J., Lamprecht, D., Tudorache, T., Nyulas, C., Musen, M.A., Noy, N.F.: How ontologies are made: Studying the hidden social dynamics behind collaborative ontology engineering projects. Web Semantics: Science, Services and Agents on the World Wide Web 20 (2013)Google Scholar
  5. 5.
    Tudorache, T., Nyulas, C., Noy, N.F., Musen, M.A.: Webprotégé: A collaborative ontology editor and knowledge acquisition tool for the web. Semantic Web 4(1), 89–99 (2013)Google Scholar
  6. 6.
    Ghidini, C., Rospocher, M., Serafini, L.: Modeling in a wiki with moki: Reference architecture, implementation, and usages. International Journal on Advances in Life Sciences 4(4), 111–124 (2012)Google Scholar
  7. 7.
    Randall, D., Steven, R., Sharrock, W., Procter, R.N., Lin, Y., Poschen, M.: What about sea urchins? collaborative ontology building among bio-informaticians. In: 5th International Conference on e-Social Science (June 2009)Google Scholar
  8. 8.
    Leenheer, P.D., Debruyne, C., Peeters, J.: Towards social performance indicators for community-based ontology evolution. In: Workshop on Collaborative Construction, Management and Linking of Structured Knowledge (2009)Google Scholar
  9. 9.
    Tudorache, T., Falconer, S., Nyulas, C., Noy, N.F., Musen, M.A.: Will Semantic Web Technologies Work for the Development of ICD-11? In: Patel-Schneider, P.F., Pan, Y., Hitzler, P., Mika, P., Zhang, L., Pan, J.Z., Horrocks, I., Glimm, B. (eds.) ISWC 2010, Part II. LNCS, vol. 6497, pp. 257–272. Springer, Heidelberg (2010)CrossRefGoogle Scholar
  10. 10.
    Tudorache, T., Falconer, S., Noy, N.F., Nyulas, C., Üstün, T.B., Storey, M.-A., Musen, M.A.: Ontology Development for the Masses: Creating ICD-11 in WebProtege. In: Cimiano, P., Pinto, H.S. (eds.) EKAW 2010. LNCS (LNAI), vol. 6317, pp. 74–89. Springer, Heidelberg (2010)CrossRefGoogle Scholar
  11. 11.
    Tudorache, T., Nyulas, C.I., Noy, N.F., Musen, M.A.: Using semantic web in icd-11: Three years down the road. In: Alani, H., Kagal, L., Fokoue, A., Groth, P., Biemann, C., Parreira, J.X., Aroyo, L., Noy, N., Welty, C., Janowicz, K. (eds.) ISWC 2013, Part II. LNCS, vol. 8219, pp. 195–211. Springer, Heidelberg (2013)CrossRefGoogle Scholar
  12. 12.
    Noy, N.F., Chugh, A., Liu, W., Musen, M.A.: A framework for ontology evolution in collaborative environments. In: Cruz, I., Decker, S., Allemang, D., Preist, C., Schwabe, D., Mika, P., Uschold, M., Aroyo, L.M. (eds.) ISWC 2006. LNCS, vol. 4273, pp. 544–558. Springer, Heidelberg (2006)CrossRefGoogle Scholar

Copyright information

© Springer International Publishing Switzerland 2014

Authors and Affiliations

  • Marco Rospocher
    • 1
  • Tania Tudorache
    • 2
  • Mark A. Musen
    • 2
  1. 1.Fondazione Bruno Kessler—IRSTTrentoItaly
  2. 2.Stanford Center for Biomedical Informatics ResearchStanford UniversityStanfordUSA

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