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Combining Computational and Social Effort for Collaborative Problem Solving

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  • Mark D Wagy
  • Josh C Bongard

Abstract

Rather than replacing human labor, there is growing evidence that networked computers create opportunities for collaborations of people and algorithms to solve problems beyond either of them. In this study, we demonstrate the conditions under which such synergy can arise. We show that, for a design task, three elements are sufficient: humans apply intuitions to the problem, algorithms automatically determine and report back on the quality of designs, and humans observe and innovate on others’ designs to focus creative and computational effort on good designs. This study suggests how such collaborations should be composed for other domains, as well as how social and computational dynamics mutually influence one another during collaborative problem solving.

Suggested Citation

  • Mark D Wagy & Josh C Bongard, 2015. "Combining Computational and Social Effort for Collaborative Problem Solving," PLOS ONE, Public Library of Science, vol. 10(11), pages 1-17, November.
    • Handle: RePEc:plo:pone00:0142524
    DOI: 10.1371/journal.pone.0142524
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    References listed on IDEAS

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    1. Peter Neri & M. Concetta Morrone & David C. Burr, 1998. "Seeing biological motion," Nature, Nature, vol. 395(6705), pages 894-896, October.
    2. Turner, Marlene E. & Pratkanis, Anthony R., 1998. "Twenty-Five Years of Groupthink Theory and Research: Lessons from the Evaluation of a Theory," Organizational Behavior and Human Decision Processes, Elsevier, vol. 73(2-3), pages 105-115, February.
    3. Rajagopal, 2014. "The Human Factors," Palgrave Macmillan Books, in: Architecting Enterprise, chapter 9, pages 225-249, Palgrave Macmillan.
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