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Limited communication capacity unveils strategies for human interaction.

ABSTRACT: Connectivity is the key process that characterizes the structural and functional properties of social networks. However, the bursty activity of dyadic interactions may hinder the discrimination of inactive ties from large interevent times in active ones. We develop a principled method to detect tie de-activation and apply it to a large longitudinal, cross-sectional communication dataset (?19 months, ?20 million people). Contrary to the perception of ever-growing connectivity, we observe that individuals exhibit a finite communication capacity, which limits the number of ties they can maintain active in time. On average men display higher capacity than women, and this capacity decreases for both genders over their lifespan. Separating communication capacity from activity reveals a diverse range of tie activation strategies, from stable to exploratory. This allows us to draw novel relationships between individual strategies for human interaction and the evolution of social networks at global scale.

SUBMITTER: Miritello G

PROVIDER: S-EPMC3674429 | biostudies-literature | 2013

REPOSITORIES: biostudies-literature

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Limited communication capacity unveils strategies for human interaction.

Miritello Giovanna G Lara Rubén R Cebrian Manuel M Moro Esteban E

Scientific reports 20130101

Connectivity is the key process that characterizes the structural and functional properties of social networks. However, the bursty activity of dyadic interactions may hinder the discrimination of inactive ties from large interevent times in active ones. We develop a principled method to detect tie de-activation and apply it to a large longitudinal, cross-sectional communication dataset (≈19 months, ≈20 million people). Contrary to the perception of ever-growing connectivity, we observe that ind ...[more]

PMID: 23739519

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