Emergence of innovations in networked populations with reputation-driven interactions
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arXiv
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| Hauptverfasser: | , , |
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| Format: | Preprint |
| Veröffentlicht: |
2023
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| _version_ | 1866929265427087360 |
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| author | Gallarta-Sáenz, Pablo Pérez-Martínez, Hugo Gómez-Gardeñes, Jesús |
| author_facet | Gallarta-Sáenz, Pablo Pérez-Martínez, Hugo Gómez-Gardeñes, Jesús |
| contents | In this work we analyze how reputation-based interactions influence the emergence of innovations. To do so, we make use of a dynamic model that mimics the discovery process by which, at each time step, a pair of individuals meet and merge their knowledge to eventually result in a novel technology of higher value. The way in which these pairs are brought together is found to be crucial for achieving the highest technological level. Our results show that when the influence of reputation is weak or moderate, it induces an acceleration of the discovery process with respect to the neutral case (purely random coupling). However, an excess of reputation is clearly detrimental, because it leads to an excessive concentration of knowledge in a small set of people, which prevents a diversification of the technologies discovered and, in addition, leads to societies in which a majority of individuals lack technical capabilities. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2312_01812 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Emergence of innovations in networked populations with reputation-driven interactions Gallarta-Sáenz, Pablo Pérez-Martínez, Hugo Gómez-Gardeñes, Jesús Physics and Society In this work we analyze how reputation-based interactions influence the emergence of innovations. To do so, we make use of a dynamic model that mimics the discovery process by which, at each time step, a pair of individuals meet and merge their knowledge to eventually result in a novel technology of higher value. The way in which these pairs are brought together is found to be crucial for achieving the highest technological level. Our results show that when the influence of reputation is weak or moderate, it induces an acceleration of the discovery process with respect to the neutral case (purely random coupling). However, an excess of reputation is clearly detrimental, because it leads to an excessive concentration of knowledge in a small set of people, which prevents a diversification of the technologies discovered and, in addition, leads to societies in which a majority of individuals lack technical capabilities. |
| title | Emergence of innovations in networked populations with reputation-driven interactions |
| topic | Physics and Society |
| url | https://arxiv.org/abs/2312.01812 |