Equality of opportunity and integration in social networks
Abstract
We propose the notion of k-integration as a measure of equality of opportunity in social networks. A social network is k-integrated if there is a path of length at most k between any two individuals, thus guaranteeing that everybody has the same network opportunities to find a job, a romantic partner, or valuable information. We compute the minimum number of bridges (i.e. edges between nodes belonging to different components) or central nodes (those which are endpoints to a bridge) required to ensure k-integration. The answer depends only linearly on the size of each component for k = 2, and does not depend on the size of each component for k ≥ 3. Our findings provide a simple and intuitive way to compare the equality of opportunity of real-life social networks.
- Publication:
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Physica A Statistical Mechanics and its Applications
- Pub Date:
- September 2019
- DOI:
- 10.1016/j.physa.2019.121553
- Bibcode:
- 2019PhyA..53021553O
- Keywords:
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- Social integration;
- Social networks;
- Equality of opportunity