The dynamics of concepts in a homogeneous community

Eugene Khmelnitsky*, Eugene Kagan

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

The paper addresses informational interactions in a community and considers the dynamics of concepts that represent distribution of knowledge among the individuals. The evolution of a set of concepts maintained by a community is derived by the use of the concepts' significance in the communication between "cognoscenti" and "dilettanti" and of birth-death processes. The dynamics of concepts depend on the allocation of communication resources and can be governed by an informational principle that requires minimum self-information of the set of concepts over a time horizon. With respect to that principle, the introduction of a new concept into a community's disposal is shown to lead to a steady-state self-information, which is smaller than that before the introduction of the new concept.

Original languageEnglish
Pages (from-to)2012-2022
Number of pages11
JournalEntropy
Volume15
Issue number6
DOIs
StatePublished - Jun 2013

Keywords

  • Communities
  • Concepts' dynamics
  • Information diffusion
  • Social networks

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