Skip to main content

Effect of Different Communication Affordances on the Emergence of Collaboration Strategies in an Online Multiplayer Game

  • Conference paper
  • First Online:
Swarm Intelligence (ANTS 2022)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 13491))

Included in the following conference series:

  • 816 Accesses

Abstract

In a group, the collective dynamics is governed by the interactions between individuals, which can manifest differently depending on the available means of communication. In this paper, we compare 3 conditions of communication affordances (global chat, local chat and no chat) in an online multiplayer game and investigate their effect on team performance. An experiment involving a total of 108 participants (grouped in teams of 6 players) revealed that while the three conditions allow for the emergence of different communication systems, they yield no significant difference on the time taken to complete the task.

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 64.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 84.99
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

Similar content being viewed by others

Notes

  1. 1.

    This study was approved by our institutions Human Research Ethics Committee with reference number No 022-2021.

  2. 2.

    The average reward was set to 6 £/hr. A bonus incentive was given to groups who finish the fastest.

  3. 3.

    Chosen since the normality assumption of the data is not satisfied.

References

  1. Get started with cloud storage on web | firebase documentation. https://firebase.google.com/docs/storage/web/start

  2. Photon unity 3D networking framework SDKs and game backend | photon engine. https://www.photonengine.com/pun

  3. Prolific. quickly find research participants you can trust. https://www.prolific.co/

  4. Bayindir, L., Şahin, E.: A review of studies in swarm robotics. Turk. J. Electr. Eng. Comput. Sci. 15(2), 115–147 (2007)

    Google Scholar 

  5. Coucke, N., Heinrich, M.K., Cleeremans, A., Dorigo, M.: HuGoS: a virtual environment for studying collective human behavior from a swarm intelligence perspective. Swarm Intell. 15(4), 339–376 (2021)

    Article  Google Scholar 

  6. Khodr, H., Kianzad, S., Johal, W., Kothiyal, A., Bruno, B., Dillenbourg, P.: AlloHaptic: robot-mediated haptic collaboration for learning linear functions. In: 2020 29th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), pp. 27–34. IEEE (2020)

    Google Scholar 

  7. Marlow, S.L., Lacerenza, C.N., Paoletti, J., Burke, C.S., Salas, E.: Does team communication represent a one-size-fits-all approach?: a meta-analysis of team communication and performance. Organ. Behav. Hum. Decis. Process. 144, 145–170 (2018). https://doi.org/10.1016/j.obhdp.2017.08.001

    Article  Google Scholar 

  8. Nölle, J., Fusaroli, R., Mills, G.J., Tylén, K.: Language as shaped by the environment: linguistic construal in a collaborative spatial task. Palgrave Commun. 6(1), 1–10 (2020)

    Google Scholar 

  9. O’Bryan, L., Beier, M., Salas, E.: How approaches to animal swarm intelligence can improve the study of collective intelligence in human teams. J. Intell. 8(1), 9 (2020). https://doi.org/10.3390/jintelligence8010009

    Article  Google Scholar 

  10. Pezzulo, G., Roche, L., Saint-Bauzel, L.: Haptic communication optimises joint decisions and affords implicit confidence sharing. Sci. Rep. 11(1), 1–9 (2021)

    Article  Google Scholar 

  11. Scott-Phillips, T.C., Kirby, S., Ritchie, G.R.S.: Signalling signalhood and the emergence of communication. Cognition 113(2), 226–233 (2009). https://doi.org/10.1016/j.cognition.2009.08.009

    Article  Google Scholar 

  12. Selten, R., Warglien, M.: The emergence of simple languages in an experimental coordination game. Proc. Nat. Acad. Sci. 104(18), 7361–7366 (2007). https://doi.org/10.1073/pnas.0702077104

    Article  Google Scholar 

  13. Svennebring, J., Koenig, S.: Building terrain-covering ant robots: a feasibility study. Auton. Robot. 16(3), 313–332 (2004)

    Article  Google Scholar 

  14. Wang, J., Chellali, A., Cao, C.G.: A study of communication modalities in a virtual collaborative task. In: 2013 IEEE International Conference on Systems, Man, and Cybernetics, pp. 542–546 (2013). https://doi.org/10.1109/SMC.2013.98

  15. Özgür, A., et al.: Cellulo: versatile handheld robots for education. In: 2017 12th ACM/IEEE International Conference on Human-Robot Interaction HRI, pp. 119–127 (2017)

    Google Scholar 

Download references

Acknowledgements

This work was supported as a part of NCCR Robotics, a National Centre of Competence in Research, funded by the Swiss National Science Foundation (grant number 51NF40_185543). I thank my brothers, colleagues and friends who participated in playing and testing the game.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hala Khodr .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2022 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Khodr, H., Wagner, N., Bruno, B., Kothiyal, A., Dillenbourg, P. (2022). Effect of Different Communication Affordances on the Emergence of Collaboration Strategies in an Online Multiplayer Game. In: Dorigo, M., et al. Swarm Intelligence. ANTS 2022. Lecture Notes in Computer Science, vol 13491. Springer, Cham. https://doi.org/10.1007/978-3-031-20176-9_28

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-20176-9_28

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-20175-2

  • Online ISBN: 978-3-031-20176-9

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics