Lobby index as a network centrality measure |
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Authors: | MG Campiteli AJ Holanda LDH Soares PRC Soles O Kinouchi |
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Institution: | 1. Instituto de Física de São Carlos, Universidade de São Paulo, Brazil;2. Departamento de Computação e Matemática, Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto, Universidade de São Paulo, Brazil;3. Departamento de Física, Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto, Universidade de São Paulo, Av. Bandeirantes, 3900, Ribeirão Preto–SP, 14040-901, Brazil |
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Abstract: | We study the lobby index (l-index for short) as a local node centrality measure for complex networks. The l-index is compared with degree (a local measure), betweenness and Eigenvector centralities (two global measures) in the case of a biological network (Yeast interaction protein–protein network) and a linguistic network (Moby Thesaurus II). In both networks, the l-index has a poor correlation with betweenness but correlates with degree and Eigenvector centralities. Although being local, the l-index carries more information about its neighbors than degree centrality. Also, it requires much less time to compute when compared with Eigenvector centrality. Results show that the l-index produces better results than degree and Eigenvector centrality for ranking purposes. |
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Keywords: | Lobby index Centrality Degree Betweenness Eigenvector Hirsch index |
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