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Canonical · Paper

The Anatomy of a Large-Scale Hypertextual Web Search Engine

Sergey Brin, Lawrence Page · 1998

"Ranking web pages by the link structure of the web itself (PageRank) produces dramatically better search than keyword matching."

The idea

Search engines before Google mostly ranked pages by matching keywords — how many times did the search term appear on the page. That approach was easy to game (stuff a page with the word 'concert tickets' a thousand times) and didn't capture which pages people actually trusted. Brin and Page's insight: treat every hyperlink on the web as a vote of confidence from one page to another. A page gets a higher rank not just from having many links pointing to it, but from being linked to by other pages that are themselves highly ranked — importance flows through the link graph, recursively.

Why it works
The takeaway — recall it first
Further reading

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