Glossary
- Online Social Network :
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An online platform to which users can subscribe that allows users to create their own profiles and to interconnect each other, fostering the creation of a virtual social network of ties and social relations among people that share interests, activities, or real-life connections
- Community Structure :
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Large (online) social networks are known to exhibit a community structure: nodes can be separated and grouped into (possibly overlapping) sets so that each group is densely interconnected internally and loosely connected with others
- Modularity :
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The modularity function Q has been introduced to determine the quality of the grouping structure or clustering of a given network G = (n, m) with n nodes and medges. A network clustering is considered well founded if nodes assigned to the same cluster are tightly interconnected among each other and loosely interconnected with those assigned to other clusters. Such type of networks exhibits a so-called community...
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References
Ahn YY, Han S, Kwak H, Moon S, Jeong H (2007) Analysis of topological characteristics of huge online social networking services. In: Proceedings of the 16th international conference on World Wide Web, Banff. ACM, pp 835–844
Benevenuto F, Rodrigues T, Cha M, Almeida V (2009) Characterizing user behavior in online social networks. In: Proceedings of the 9th ACM SIGCOMM conference on internet measurement conference, Chicago. ACM, pp 49–62
Catanese S, De Meo P, Ferrara E, Fiumara G, Provetti A (2011) Crawling Facebook for social network analysis purposes. In: Proceedings of the international conference on web intelligence, mining and semantics, Sogndal. ACM, p 52
Colizza V, Flammini A, Serrano MA, Vespignani A (2006) Detecting rich-club ordering in complex networks. Nat Phys 2(2):110–115
De Meo P, Ferrara E, Abel F, Aroyo L, Houben G-J (2014) Analyzing user behavior across social sharing environments. ACM Trans Intell Syst Technol 5(1)
Ferrara E (2012) A large-scale community structure analysis in Facebook. EPJ Data Sci 1(9): 1–30
Grabowicz PA, Ramasco JJ, Moro E, Pujol JM, Eguiluz VM (2012) Social features of online networks: the strength of intermediary ties in online social media. PloS one 7(1):e29358
Karsai M, Perra N, Vespignani A (2013) The emergence and role of strong ties in time-varying communication networks. arXiv preprint arXiv:1303.5966
Mislove A, Marcon M, Gummadi KP, Druschel P, Bhattacharjee B (2007) Measurement and analysis of online social networks. In: Proceedings of the 7th ACM SIGCOMM conference on internet measurement, San Diego. ACM, pp 29–42
Mucha P, Richardson T, Macon K, Porter M, Onnela J (2010) Community structure in time-dependent, multiscale, and multiplex networks. Science 328(5980):876–878
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Ferrara, E. (2014). Measurement and Analysis of Online Social Networks Systems. In: Alhajj, R., Rokne, J. (eds) Encyclopedia of Social Network Analysis and Mining. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-6170-8_242
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DOI: https://doi.org/10.1007/978-1-4614-6170-8_242
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