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Where Did PageRank Come From?

In 1995, Stanford University grad students Larry Page and Sergey Brin had been playing around with a particular ranking algorithm.

With the assistance of Craig Silverstein, they wrote and presented a paper titled The Anatomy of a Large-Scale Hypertextual Web Search Engine at a World Wide Web conference. With Stanford as the assignee and Larry Page as the inventor, a patent was filed on January 9, 1998. By the time it was finally granted in 2001, the algorithm was known as "PageRank". Shortly after, Page and Brin founded Google Inc., the company behind the Google search engine, which still has PageRank as a key element, and Google was handling 150 million search queries per day.

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  Page Rank Tips

They were the first to popularize what is known as "link popularity".

Using the logic that if many websites link to a particular page or site then that site must be very popular. Therefore, more incoming links to a site or page should make it rank higher.

Founders Page and Brin saw the challenges associated with information retrieval on the World Wide Web. They knew that the sheer size and diversity of the web at the time could be daunting to inexperienced users. Believing that web pages that were important or popular should come up first in the search engine rankings, their goal was to devise a way to measure the relative importance of web pages. They proposed PageRank, a method for computing a ranking for every web page based on the graph of the web. PageRank has applications in search, browsing, and track estimation. They took advantage of the link structure of the Web to produce a global “importance” ranking of every web page. This ranking, called PageRank, helps search engines and users quickly make sense of the vast heterogeneity of the World Wide Web.


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  Page Rank Tips

According to Google:

“PageRank relies on the uniquely democratic nature of the web by using its vast link structure as an indicator of an individual page's value. In essence, Google interprets a link from page A to page B as a vote, by page A, for page B. But, Google looks at more than the sheer volume of votes, or links a page receives; it also analyzes the page that casts the vote. Votes cast by pages that are themselves ‘important’ weigh more heavily and help to make other pages ‘important’”.

“Important, high-quality sites receive a higher PageRank, which Google remembers each time it conducts a search. Of course, important pages mean nothing to you if they don't match your query. So, Google combines PageRank with sophisticated text-matching techniques to find pages that are both important and relevant to your search. Google goes far beyond the number of times a term appears on a page and examines all aspects of the page's content (and the content of the pages linking to it) to determine if it's a good match for your query.”

That is briefly how PageRank came about. You can read the entire paper written by Page, Brin, and Silverstein on the internet.

 
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