We investigate how knowledge percolates and clusters in a given knowledge space. We introduce a simple model of knowledge organization in which each contribution spans a certain number of items. If this contribution overlaps with others above a certain threshold, they form a cluster. A contribution can also merge clusters together. We study the growth of global knowledge and the cluster dynamics, both showing a nontrivial behavior.
A Simple Model of Knowledge Percolation / Bagnoli, Franco; Cavalcabo, Guido De Bonfioli. - STAMPA. - 13402:(2022), pp. 335-345. (Intervento presentato al convegno 15th International Conference on Cellular Automata for Research and Industry, ACRI 2022 tenutosi a Geneva (Switzerland) nel 12-15/9/2022) [10.1007/978-3-031-14926-9_30].
A Simple Model of Knowledge Percolation
Bagnoli, Franco
;Cavalcabo, Guido De Bonfioli
2022
Abstract
We investigate how knowledge percolates and clusters in a given knowledge space. We introduce a simple model of knowledge organization in which each contribution spans a certain number of items. If this contribution overlaps with others above a certain threshold, they form a cluster. A contribution can also merge clusters together. We study the growth of global knowledge and the cluster dynamics, both showing a nontrivial behavior.
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