Impact of network structure on collective learning: An experimental study in a data science competition
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DOI: 10.1371/journal.pone.0237978
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References listed on IDEAS
- Maxime Derex & Robert Boyd, 2015. "The foundations of the human cultural niche," Nature Communications, Nature, vol. 6(1), pages 1-7, December.
- James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
- Christina Fang & Jeho Lee & Melissa A. Schilling, 2010. "Balancing Exploration and Exploitation Through Structural Design: The Isolation of Subgroups and Organizational Learning," Organization Science, INFORMS, vol. 21(3), pages 625-642, June.
- Jesse Shore & Ethan Bernstein & David Lazer, 2015. "Facts and Figuring: An Experimental Investigation of Network Structure and Performance in Information and Solution Spaces," Organization Science, INFORMS, vol. 26(5), pages 1432-1446, October.
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Cited by:
- Naudé, Wim & Bray, Amy & Lee, Celina, 2021. "Crowdsourcing Artificial Intelligence in Africa: Findings from a Machine Learning Contest," IZA Discussion Papers 14545, Institute of Labor Economics (IZA).
- Atsushi Ueshima & Matthew I. Jones & Nicholas A. Christakis, 2024. "Simple autonomous agents can enhance creative semantic discovery by human groups," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
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