Adamic–Adar index
The Adamic–Adar index is a measure introduced in 2003 by
degree centrality of the neighbours shared by the two nodes[1]
where is the set of nodes adjacent to . The definition is based on the concept that common elements with very large neighbourhoods are less significant when predicting a connection between two nodes compared with elements shared between a small number of nodes.[2]
References
- ^ "Adamic/Adar".
- ^ Adamic & Adar 2003, p. 222
Further reading
- Adamic, Lada A; Adar, Eytan (2003). "Friends and neighbors on the web". Social Networks. 25 (3). Elsevier: 211–230. S2CID 2262951.
- Barbier, Geoffrey; Pritam Gundecha, Zhuo Feng (2013). Provenance Data in Social Media. Morgan & Claypool Publishers. ISBN 9781608457847.
- Schall, Daniel (2015). Social Network-Based Recommender Systems. Springer. p. 12. ISBN 9783319227351.
- Virinchi, Srinivas; Mitra, Pabitra (2016). Link Prediction in Social Networks: Role of Power Law Distribution. Springer Briefs in Computer Science. Springer. p. 7. ISBN 9783319289229.