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Martin Thoma 2013-01-24 20:08:38 +01:00
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\subsection{Idea}
\begin{frame}{The early days}
\begin{frame}{Basics}
\begin{itemize}[<+->]
\item Humans know what is good for them
\item Humans create Websites
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\end{itemize}
\end{frame}
\framedgraphic{A brilliant idea}{../images/BrinPage.jpg}
\begin{frame}{Ideas of PageRank}
\begin{itemize}[<+->]
\item Decisions of humans are complicated
\item A lot of webpages get visited
\item[$\Rightarrow$] modellize clicks on links as random behaviour
\item Links are important
\item Links of page A get less important, if A has many links
\item Links of page A get more important, if many link to A
\item[$\Rightarrow$] if B has a link from A, the rank of B increases by $\frac{Rank(A)}{Links(A)}$
\end{itemize}
\pause[\thebeamerpauses]
\begin{algorithmic}
\If{A links to B}
\State $Rank(B)$ += $\frac{Rank(A)}{Links(A)}$
\EndIf
\end{algorithmic}
\end{frame}
\begin{frame}{Ants}
\begin{itemize}[<+->]
\item Websites = nodes = anthill
\item Links = edges = paths
\item You place ants on each node
\item They walk over the paths
\item[] (at random, they are ants!)
\item After some time, some anthills will have more ants than
others
\item Those hills are more attractive than others
\item \# ants is probability that a random user would end on
a website
\end{itemize}
\end{frame}
\begin{frame}{Mathematics}
Let $x$ be a web page. Then
\begin{itemize}