S5:E6 Search Engine Indexing and PageRank
Description
This episode offers an overview of search engine functionality, specifically detailing indexing and the PageRank algorithm. It explains how web crawlers build a vast index of web pages, recording URLs, content, and update times, which search engines then search instead of the live web. The document further describes PageRank, an algorithm developed by Google founders Larry Page and Sergey Brin, which ranks search results based on the quality and quantity of inbound links to a page, rather than just keyword frequency. It illustrates the PageRank calculation with examples, demonstrating how the algorithm iteratively refines a page's relevance score based on the PageRank of pages linking to it, ultimately determining its position in search results.
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