What is the mathematics behind PageRank?
An example of an AI chatbot conversation about the mathematics of PageRank algorithm.
Can you explain how the PageRank algorithm works mathematically?
Sure! PageRank is based on the concept of link analysis. It uses a directed graph where web pages are nodes and hyperlinks are edges.
What is the formula used in PageRank?
The PageRank of a page is calculated using the formula: PR(A) = (1-d) + d * (PR(T1)/C(T1) + ... + PR(Tn)/C(Tn)), where d is a damping factor.
What does the damping factor represent?
The damping factor, usually set around 0.85, represents the probability that a user continues clicking on links rather than starting a new search.
How does PageRank handle dead ends or isolated pages?
PageRank addresses dead ends by redistributing the rank of those pages to other pages, ensuring that every page can still receive some rank.
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