Testing Bottom-Up Models of Complex Citation Networks.

The robust behavior of the patent citation network is a complex target of recent bottom-up models in science. This paper investigates the purpose and testing of three especially simple bottom-up models of the citation count distribution observed in the patent citation network. The complex causal web...

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Detalles Bibliográficos
Publicado en:Philosophy of Science Vol. 81; no. 5; pp. 1131 - 1144
Autor principal: Bedau, Mark A.
Formato: Artículo
Publicado: Cambridge University Press Dec2014
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Acceso en línea:Ver este registro en EBSCOhost
Descripción
Sumario:The robust behavior of the patent citation network is a complex target of recent bottom-up models in science. This paper investigates the purpose and testing of three especially simple bottom-up models of the citation count distribution observed in the patent citation network. The complex causal webs in the models generate weakly emergent patterns of behavior, and this explains both the need for empirical observation of computer simulations of the models and the epistemic harmlessness of the resulting epistemic opacity.