The collective-based approach to knowledge diffusion in social networks

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Abstract

In this paper we present our work towards creating a model of communication if collectives that is geared towards collective knowledge integration, based on sociological models of social influence. The model allows several different strategies of internalization of knowledge and of forgetting existing knowledge. We test the validity of the model in a general simulation in a multi-agent environment, based on properties of real world group communication derived from sociological literature.

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Maleszka, M. (2019). The collective-based approach to knowledge diffusion in social networks. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 11683 LNAI, pp. 31–40). Springer Verlag. https://doi.org/10.1007/978-3-030-28377-3_3

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