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Assessing the Performance of Virtual Teams with Intelligent Agents

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Virtual and Networked Organizations, Emergent Technologies and Tools (ViNOrg 2011)

Abstract

This study explores the application of intelligent agent technology to the assessment of the performance of virtual teams. From the followed methodology it was possible to 1) create a formal model of agent-mediated team performance, the aTeam model, 2) develop and validate a platform for carrying out experiments, the Promus agent system, 3) use that platform in a test case, the Promus Beer Game experiment, and 4) evaluate these outcomes by running the experiment on user trials. Results show that the intelligent agents are able to perceive and critically evaluate a virtual team’s performance.

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References

  1. Powell, A., Piccoli, G., Ives, B.: Virtual Teams: A Review of Current Literature and Directions for Future Research. Database for Advances in Information Systems 35(6) (2004)

    Google Scholar 

  2. Sundstrom, E.: Supporting work team effectiveness: best management practices for fostering high performance. Jossey-Bass (1999)

    Google Scholar 

  3. Townsend, A.M., DeMarie, S.M., Hendrickson, A.R.: Virtual teams: Technology and the workplace of the future. Academy of Management Executive 12, 17–29 (1998)

    Article  Google Scholar 

  4. Guzzo, R.A., Dickson, M.W.: TEAMS IN ORGANIZATIONS: Recent Research on Performance and Effectiveness. Annual Review of Psychology 47, 307–338 (1996)

    Article  Google Scholar 

  5. Paris, C.R., Salas, E., Cannon-Bowers, J.A.: Teamwork in multi-person systems: a review and analysis. Ergonomics 43, 1052–1075 (2000)

    Article  Google Scholar 

  6. Chung, G.K.W.K., O’Neil, H.F., Herl, H.E.: The use of computer-based collaborative knowledge mapping to measure team processes and team outcomes. Computers in Human Behavior 15, 463–493 (1999)

    Article  Google Scholar 

  7. Lenox, T., Hahn, S., Lewis, M., Roth, E.: Improving performance: Should we support individuals or teams? In: Human Factors and Ergonomics Society 43rd Annual Meeting (HFES), Santa Monica, CA, pp. 223–227 (1999)

    Google Scholar 

  8. Marks, M.A., Mathieu, J.E., Zaccaro, S.J.: A temporally based framework and taxonomy of team processes. The Academy of Management Review 26, 356–376 (2001)

    Google Scholar 

  9. Nunes, M., O’Neill, H.: aTeam- Agent Mediated Team Performance Model. In: IADIS International Conference WWW/Internet, ICWI 2004, Madrid, Spain (2004)

    Google Scholar 

  10. Nunes, M., O’Neill, H.: The Promus Agent System, a tool to assess a virtual team’s performance. In: International Conference Applied Computing, pp. 417–424. IADIS, Algarve (2005)

    Google Scholar 

  11. O’Neil, H.F.J., Chung, G., Brown, R.: Use of networked simulations as a context to measure team competencies. In: O’Neil, H.F.J. (ed.) Workforce Readiness: Competencies and Assessment, pp. 411–452. Erlbaum, Mahwah (1997)

    Google Scholar 

  12. Miller, M.S., Volz, R.A.: Training for Teamwork. In: 5th World Multi-Conference on Systemics, Cybernetics and Informatics, Orlando, Florida, pp. 52–57 (2001)

    Google Scholar 

  13. Meyers, C.: How the right team measures help teams excel. Harvard Business Review, 95–103 (1994)

    Google Scholar 

  14. Rafaeli, S., Ravid, G.: Information sharing as enabler for the virtual team: an experimental approach to assessing the role of electronic mail in disintermediation. Information Systems Journal 13, 191–206 (2003)

    Article  Google Scholar 

  15. Kimbrough, S.O., Wu, D.J., Zhong, F.: Computers play the beer game: can artificial agents manage supply chains? Decision Support Systems 33, 323–333 (2002)

    Article  Google Scholar 

  16. Sterman, J.D.: Modeling managerial behavior: Misperceptions of feedback in a dynamic decision making experiment. Management Science 35, 321–339 (1989)

    Article  Google Scholar 

  17. McGrath, J.E.: Groups: Interaction and Performance. Prentice Hall, Englewood Cliffs (1984)

    Google Scholar 

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Nunes, M., O‘Neill, H. (2012). Assessing the Performance of Virtual Teams with Intelligent Agents. In: Putnik, G.D., Cruz-Cunha, M.M. (eds) Virtual and Networked Organizations, Emergent Technologies and Tools. ViNOrg 2011. Communications in Computer and Information Science, vol 248. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31800-9_7

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  • DOI: https://doi.org/10.1007/978-3-642-31800-9_7

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-31799-6

  • Online ISBN: 978-3-642-31800-9

  • eBook Packages: Computer ScienceComputer Science (R0)

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