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Quote: the iterative algorithm for hubs and authorities converges to the principal eigenvectors of the weighting matrices

QuoteRef: kleiJM9_1999 , p. 611



Topic:
searching the Web
Topic:
probability
Topic:
hypertext links

Quotation Skeleton

We make use of the [mutually reinforcing] relationship between … [the authority weight and the hub weight]. … [p. 612] Now, to find the desired "equilibrium" values … [equations for updating hub and authority weights] in an alternating fashion, and see whether a fixed point … [p. 613] [The algorithm converges to the principal eigenvectors of the weighting matrices.] … [p. 614] In our experiments, we find that the … c largest coordinates in each vector to become …   Google-1   Google-2

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