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Reduced Google matrix

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arxiv 1602.02394 v1 pith:NXOEFMLD submitted 2016-02-07 physics.soc-ph cond-mat.stat-mechnlin.CD

classification physics.soc-phcond-mat.stat-mechnlin.CD
keywords interactionsmatrixnodesdirectedeffectivegooglenetworkquantum
verification ladder T0 review T1 audit T2 compute T3 formal

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abstract

Using parallels with the quantum scattering theory, developed for processes in nuclear and mesoscopic physics and quantum chaos, we construct a reduced Google matrix $G_R$ which describes the properties and interactions of a certain subset of selected nodes belonging to a much larger directed network. The matrix $G_R$ takes into account effective interactions between subset nodes by all their indirect links via the whole network. We argue that this approach gives new possibilities to analyze effective interactions in a group of nodes embedded in a large directed networks. Possible efficient numerical methods for the practical computation of $G_R$ are also described.

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Cited by 2 Pith papers

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. Linear response theory for Google matrix

    cs.SI 2019-08 conditional novelty 6.0 of 10

    LIRGOMAX computes the exact first-order response of PageRank to weak perturbations and applies it to 5.416 million Wikipedia articles to find nodes most sensitive to injection at one node and absorption at another.

  2. The most influential philosophers in Wikipedia: a multicultural analysis

    cs.SI 2025-07 conditional novelty 5.0 of 10

    A nine-language PageRank analysis of 237 philosophers shows culturally variable but Western-dominated rankings, and reduced-matrix analysis of 21 Presocratics surfaces hidden links, one later confirmed as a direct Wik...

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