HITS Can Converge Slowly, but Not Too Slowly, in Score and Rank

نویسندگان

  • Enoch Peserico
  • Luca Pretto
چکیده

This paper explores the fundamental question of how many iterations the celebrated HITS algorithm requires on a general graph to converge in score and, perhaps more importantly, in rank (i.e. to “get right” the order of the nodes). We prove upper and almost matching lower bounds. We also extend our results to weighted graphs.

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عنوان ژورنال:
  • SIAM J. Discrete Math.

دوره 26  شماره 

صفحات  -

تاریخ انتشار 2009