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.
Ruelle, A review of linear response theory for gen- eral differentiable dynamical systems, Nonlinearity22, 855 (2009)
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Linear response theory for Google matrix
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.