ABSTRACT
We present the Meeting Mediator (MM), a real-time portable system that detects social interactions and provides persuasive feedback to enhance group collaboration. Social interactions is captured using Sociometric badges [17] and are visualized on mobile phones to promote behavioral change. Particularly in distributed collaborations, MM attempts to bridge the gap among the distributed groups by detecting and communicating social signals. In a study on brainstorming and problem solving meetings, MM had a significant effect on overlapping speaking time and interactivity level without distracting the subjects. The Sociometric badges were also able to detect dominant players in the group and measure their influence on other participants. Most interestingly, in groups with one or more dominant people, MM effectively reduced the dynamical difference between co-located and distributed collaboration as well as the behavioral difference between dominant and non-dominant people. Our system encourages change in group dynamics that may lead to higher performance and satisfaction. We envision that MM will be deployed in real-world organizations to improve interactions across various group collaboration contexts.
- Anson, A., Bostrom, R., and Wynne, B. An Experiment Assessing Group Support System and Facilitator Effects on Meeting Outcomes. Management Science (1995), 41(2):189--208. Google ScholarDigital Library
- Bales, R. F. Interaction Process Analysis: A method for the study of small groups. Addison-Wesley (1950).Google Scholar
- Barsade, S. The Ripple Effect: Emotional Contagion and Its Influence on Group Behavior Administrative Science Quarterly (2002), vol. 47, no.4, 644--675Google Scholar
- Bartel, C. and Saavedra, R. The Collective Construction of Work Group Moods. Administrative Science Quarterly (2000) vol. 45, no.2, 197--231Google Scholar
- Bergstrom, T. and Karahalios, K. Conversation Clock: Visualizing audio patterns in co-located groups. Proceedings of the Hawaii international Conference on System Sciences, IEEE (2007), 78. Google ScholarDigital Library
- Dennis, A. R. Information exchange and use in group decision making: You can lead a group to information, but you can't make it think. Management Information Systems Quarterly 20, 4 (1996), 433--457. Google ScholarDigital Library
- DeSanctis, G. and Gallupe, R. A Foundation for the Study of Group Decision Support Systems Management Science Vol. 33, No. 5 (1987), 589--609. Google ScholarDigital Library
- Diehl, M. and Stroebe, W. Productivity loss in brainstorming groups. Journal of Personality and Social Psychology 53, 3 (1987), 497--509.Google ScholarCross Ref
- DiMicco, J. M., Hollenbach, KJ, Pandolfo, A., Bender, W. The Impact of Increased Awareness while Face-to-Face. Special Issue on Awareness Systems Design, Human-Computer Interaction. Volume 22 (2007), Number 1. Google ScholarDigital Library
- DiMicco, J. M., Pandolfo, A., and Bender, W. Influencing group participation with a shared display. Proceedings of the Conference on Computer Supported Cooperative Work(2004). ACM, 614--623. Google ScholarDigital Library
- Forsyth, D. R. Group Dynamics. Brooks and Cole (1984).Google Scholar
- Fogg, B. J., Persuasive Technology: Using computers to Change What We Think and Do. Morgan Kaufmann Publishers (2003). Google ScholarDigital Library
- Hinds, P. J. and Bailey, D. E. Out of sight, out of sync: Understanding conflict in distributed teams. Organization Science 14, 6 (2003), 615--632. Google ScholarDigital Library
- Levine, J. and Moreland, R. Progress in Small Group Research Annual Review of Psychology 41 (1990), 585--634.Google ScholarCross Ref
- Mark, G., Grudin, J., Poltrock, S., Meeting at the desktop: an empirical study of virtually co-located teams Proceedings of the European Conference on Computer Supported Cooperative Work (1999), 159--178. Google ScholarDigital Library
- Mazur, A. A Cross-Species Comparison of Status in Small Established Groups. American Sociological Review vol. 38, no. 5 (1973), 513--530.Google ScholarCross Ref
- Olguin Olguin, D., Waber, B., Kim, T., Mohan, A., Ara, K., and Pentland, A. Sensible Organizations: Technology and Methodology for Automatically Measuring Organizational Behavior. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics (Submitted) Google ScholarDigital Library
- Pedersen, E., McCall K., Moran T., Halasz, F. Tivoli: an electronic whiteboard for informal workgroup meetings, Proceedings conference on Human factors in computing systems, ACM Press (1993), 391--398. Google ScholarDigital Library
- Pentland, A. P. Social dynamics: signals and behavior. Proceedings of International Conference of Development and Learning, IEEE Press (2004).Google Scholar
- Romano, N. C., Jr. and Nunamaker, J. F. Meeting analysis: findings from research and practice. Proceedings of System Sciences, IEEE Press (2002). Google ScholarDigital Library
- Rosa, E. and Mazur, A. Incipient status in small groups. Social Forces, vol 58, no.1 (1979), pp. 18--37Google ScholarCross Ref
- Shaw, M. Group dynamics: The psychology of small group behavior. McGraw-Hill (1976).Google Scholar
- Smith, E. E., and Kight, S. S. Effects of feedback on insight and problem solving efficiency in training groups. Journal of Applied Psychology, 43 (1959), 209--11.Google ScholarCross Ref
- Streitz, A., Geissler, J., Haake, J., and Hol J. DOLPHIN: Integrated Meeting Support across LiveBoards, Local and Remote Desktop Environments. Proceedings of the ACM conference on Computer supported Cooperative Work (1994), 345--358 Google ScholarDigital Library
- Sung, M., and Pentland, A.P. PokerMetrics: Stress and lie detection through non-invasive physiological sensing. Ph.D. thesis, MIT Media Laboratory, 2005.Google Scholar
- Sy, T., Cote, S., and Saavedra, R. The contagious leader: Impact of the leaders mood on the mood of group members, group affective tone, and group process. Journal of Applied Psychology (2005) Vol. 90, No. 2, 295--305.Google Scholar
- Tang, J., Yankelovich, N., Begole, J., Kleek, M., Li, F., and Bhalodia, J. ConNexus to Awarenex: Extending awareness to mobile users. Proceedings of Conference on Human Factors in Computer Systems (2001), 221--228. Google ScholarDigital Library
- Weiser, M. and Brown, J. S., Designing Calm Technology, (1995). http://www.ubiq.com/hypertext/weiser/calmtech/calmtech.htmGoogle Scholar
- Wilson, D. S., Timmel, J. J., and Miller, R. M. Cognitive cooperation: when the going gets tough, think as a group. Human Nature 15, 3 (2004), 225--250.Google ScholarCross Ref
- Yankelovich, N., Kaplan, J., Provino, J., Wessler, M., and DiMicco, J. M. Improving audio conferencing: are two ears better than one? Proceedings of the 2006 Conference on Computer Supported Cooperative Work (2006), 333--342. Google ScholarDigital Library
Index Terms
- Meeting mediator: enhancing group collaborationusing sociometric feedback
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