Connections between the randomness of the normal distribution and Textrank?

115 Views Asked by At

In a TED speech on 8:40 the mathematician said that:

This algorithm uses the laws of mathematical randomness to determine automatically the most relevant web pages, in the same way as we used randomness in the Galton Board experiment.

enter image description here

I want to bridge the gap between these two kinds of randomness in my mind. Or how can I interpret TextRank or PageRank in a statistical way? Could anyone please help?

I have read this tutorial: TextRank: Bringing order into texts and have a basic understanding of the TextRank algorithm. So far as I know TextRank can be viewed as a Markov chain, but can we see what happens in Galton Board experiment also a Markov chain? Or how can we represent what happen in the Galton Board experiment and the experiment in the above picture in mathematical language?