Abstract
This paper investigates how local preferences and social structural constraints might affect the development of the friendship network in Facebook. We do this by analyzing a dataset of an American university, Caltech, and by building an agent-based simulation for comparison. Several different, but plausible, processes of friendship network development are proposed in which the structural information of the growing network and the student preferences are taken into account. ‘Network formation based on personal preference and social structure’ matches the data best, and is thus the preferred hypothesis for the way that students add “friends” on Facebook.
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Acknowledgements
Thanks to my supervisor Bruce Edmonds and my colleague Stefano Picascia, for their comments, guidance and feedback. I am also grateful to the three anonymous reviewers for their recommendations.
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Abbas, S.M.A. An agent-based model of the development of friendship links within Facebook. Comput Math Organ Theory 19, 232–252 (2013). https://doi.org/10.1007/s10588-013-9156-z
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DOI: https://doi.org/10.1007/s10588-013-9156-z