Skip to main content

Abstract

Communities of Practice services enable users that share same interests and exchange knowledge in an ongoing learning process. The Stack Overflow platform supports such communities where the majority of the content are produced by a small number of highly active users. We propose an agent-based model of a Community of Practice exhibiting a social dynamics which is compliant with this insight.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
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

Institutional subscriptions

Notes

  1. 1.

    https://stackoverflow.com.

  2. 2.

    The variances are small enough to maintain the shape of the power law type distribution for the mean number of posts published per period.

References

  1. Barabási, A.L., Albert, R.: Emergence of scaling in random networks. Science 286(5439), 509–512 (1999)

    Article  MathSciNet  Google Scholar 

  2. Bouguessa, M., Dumoulin, B., Wang, S.: Identifying authoritative actors in question-answering forums: the case of Yahoo! Answers. In: Proceedings of the ACM Conference SIGKDD, pp. 866–874 (2008)

    Google Scholar 

  3. Chaoui, A., Vanderlynden, J., Morge, M.: CommunityNetSimulator: Agent-Based Model for Simulating a Community. https://gitlab.univ-lille.fr/mocicos/communitynetsimulator. Accessed 03 May 2022

  4. Gilbert, N.: Simulating Societies: The Computer Simulation Of Social Phenomena. UCL Press, London (1994)

    Google Scholar 

  5. Morge, M.: SoDyOnStack: An Analysis of Social Dynamics on Stack Overflow. https://gitlab.univ-lille.fr/mocicos/sodyonstack. Accessed 01 June 2022

  6. Morge, M., Amal, C.: ABM4DCOP: Agent-Based Modeling for Distributed Community Of Practice. https://gitlab.univ-lille.fr/mocicos/abm4dcop. Accessed 01 June 2022

  7. Sato, G.Y., de Azevedo, H.J.S., Barthès, J.P.A.: Agent and multi-agent applications to support distributed communities of practice: a short review. Autonom. Agents Multi-Agent Syst. 25(1), 87–129 (2012)

    Article  Google Scholar 

  8. Wenger, E., McDermott, R.A., Snyder, W.: Cultivating Communities of Practice: A Guide to Managing Knowledge. Harvard Business Press, Boston (2002)

    Google Scholar 

  9. Wilensky, URI: Netlogo. https://ccl.northwestern.edu/netlogo. Accessed 01 June 2022

  10. Yang, J., Tao, K., Bozzon, A., Houben, G.-J.: Sparrows and owls: characterisation of expert behaviour in stackoverflow. In: Dimitrova, V., Kuflik, T., Chin, D., Ricci, F., Dolog, P., Houben, G.-J. (eds.) UMAP 2014. LNCS, vol. 8538, pp. 266–277. Springer, Cham (2014). https://doi.org/10.1007/978-3-319-08786-3_23

    Chapter  Google Scholar 

  11. Zhang, J., Ackerman, M.S., Adamic, L.: Community net simulator: using simulations to study online community networks. In: Steinfield, C., Pentland, B.T., Ackerman, M., Contractor, N. (eds) Communities and Technologies 2007, pp. 295–321. Springer, London (2007). https://doi.org/10.1007/978-1-84628-905-7_16

  12. Zhang, J., Ackerman, M.S., Adamic, L.: Expertise networks in online communities: structure and algorithms. In: Proceedings of the International Conference on World Wide Web, pp. 221–230 (2007)

    Google Scholar 

Download references

Acknowledgment

We thank Koboyoda Arthur Assima and Audrey Dewaele for their contribution on the data analysis and Jarod Vanderlynden for his work about the state-of-the-art.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Maxime Morge .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Chaoui, A., Delarre, S., Eloire, F., Morge, M., Nongaillard, A. (2022). Toward an Agent-Based Model of Community of Practice: Demonstration. In: Dignum, F., Mathieu, P., Corchado, J.M., De La Prieta, F. (eds) Advances in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection. PAAMS 2022. Lecture Notes in Computer Science(), vol 13616. Springer, Cham. https://doi.org/10.1007/978-3-031-18192-4_39

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-18192-4_39

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-18191-7

  • Online ISBN: 978-3-031-18192-4

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics