Lecture

PageRank & HITS Algorithms

In course

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Description

This lecture covers the PageRank algorithm, explaining the computation of probabilities for visiting web pages, the transition probability matrix, and the iterative method for practical PageRank computation. It also introduces the HITS algorithm for calculating authority and hub scores in a graph.

Instructor

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Official source

https://mediaspace.epfl.ch/media/0_peymdw09

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Ontological neighbourhood

Mathematics

Algebra: Linear algebra

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