pith. sign in

arxiv: 0807.3006 · v1 · submitted 2008-07-18 · 💻 cs.DS · cs.IR

The rank convergence of HITS can be slow

classification 💻 cs.DS cs.IR
keywords hitsomegaalgebraicconvergenceentirelyevengraphiterations
0
0 comments X
read the original abstract

We prove that HITS, to "get right" h of the top k ranked nodes of an N>=2k node graph, can require h^(Omega(N h/k)) iterations (i.e. a substantial Omega(N h log(h)/k) matrix multiplications even with a "squaring trick"). Our proof requires no algebraic tools and is entirely self-contained.

This paper has not been read by Pith yet.

discussion (0)

Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.