Clustering knowledge and dispersing abilities enhances collective problem solving in a network
Using agent-based models of a problem-solving task in a network, the authors show that clustering people of similar knowledge maintains solution diversity and increases long run system collective performance. Clustering those with similar abilities, however, lowers solution diversity and performance...
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Nature Portfolio
2019
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oai:doaj.org-article:5747e102f6a148c4b2c93b333a2932fd2021-12-02T14:39:59ZClustering knowledge and dispersing abilities enhances collective problem solving in a network10.1038/s41467-019-12650-32041-1723https://doaj.org/article/5747e102f6a148c4b2c93b333a2932fd2019-11-01T00:00:00Zhttps://doi.org/10.1038/s41467-019-12650-3https://doaj.org/toc/2041-1723Using agent-based models of a problem-solving task in a network, the authors show that clustering people of similar knowledge maintains solution diversity and increases long run system collective performance. Clustering those with similar abilities, however, lowers solution diversity and performance.Charles J. GomezDavid M. J. LazerNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-11 (2019) |
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Science Q Charles J. Gomez David M. J. Lazer Clustering knowledge and dispersing abilities enhances collective problem solving in a network |
description |
Using agent-based models of a problem-solving task in a network, the authors show that clustering people of similar knowledge maintains solution diversity and increases long run system collective performance. Clustering those with similar abilities, however, lowers solution diversity and performance. |
format |
article |
author |
Charles J. Gomez David M. J. Lazer |
author_facet |
Charles J. Gomez David M. J. Lazer |
author_sort |
Charles J. Gomez |
title |
Clustering knowledge and dispersing abilities enhances collective problem solving in a network |
title_short |
Clustering knowledge and dispersing abilities enhances collective problem solving in a network |
title_full |
Clustering knowledge and dispersing abilities enhances collective problem solving in a network |
title_fullStr |
Clustering knowledge and dispersing abilities enhances collective problem solving in a network |
title_full_unstemmed |
Clustering knowledge and dispersing abilities enhances collective problem solving in a network |
title_sort |
clustering knowledge and dispersing abilities enhances collective problem solving in a network |
publisher |
Nature Portfolio |
publishDate |
2019 |
url |
https://doaj.org/article/5747e102f6a148c4b2c93b333a2932fd |
work_keys_str_mv |
AT charlesjgomez clusteringknowledgeanddispersingabilitiesenhancescollectiveproblemsolvinginanetwork AT davidmjlazer clusteringknowledgeanddispersingabilitiesenhancescollectiveproblemsolvinginanetwork |
_version_ |
1718390414210236416 |