ALGORITHMS FOR PAGERANK SENSITIVITY DISSERTATION

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ALGORITHMS FOR PAGERANK SENSITIVITY DISSERTATION ( algorithms-for-pagerank-sensitivity-dissertation )

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2.8.1 Wikipedia matrices Wikipedia provides access to copies of its English page database collected at almost-periodic intervals. We downloaded a series of these database dumps from 2005 until 2009. From each database we formed an article-article link graph, where an article is a page in the main Wikipedia namespace, for example http://en.wikipedia.org/wiki/PageRank; a category page, for example http://en.wikipedia.org/wiki/Category:Matrix_theory; or a portal page, for example http://en.wikipedia.org/wiki/Portal:Mathematics. We removed all other pages and links. 2.8.2 Flickr crawl Using the techniques in Gleich and Polito [2007], we built a snapshot of the flickr social network starting from a particular node and crawling until the PageRank on the boundary was less than 0.0001. These techniques are related to the RankMass crawler from Cho and Schonfeld [2007]. 2.8 ⋅ pagerank datasets 35

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