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Research Papers

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The Anatomy of a Large-Scale Hypertextual Web Search Engine
The definitive paper by Sergey Brin and Lawrence Page describing PageRank, the algorithm that was later incorporated into the Google search engine. (April 10, 1998)
The Google File System
Sanjay Ghemawat, Howard Gobioff, and Shun-Tak Leung describe the scalable distributed file system that they designed and implemented for Google. [PDF] (August, 2003)
The Nature of Meaning in the Age of Google
Terrence A. Brooks writes a paper about how search engines are changing the way we understand the world around us. (April, 2004)
The PageRank Citation Ranking: Bringing Order to the Web
Stanford paper by Lawrence Page, Sergey Brin, Rajeev Motwani, and Terry Winograd, describing PageRank as a static ranking, performed at indexing time, which interprets a link as a vote. Available in Postscript, PDF, and plain text formats. (November 11, 1999)
The Second Eigenvalue of the Google Matrix
This paper by Sepandar Kamvar and Taher Haveliwala proves analytically the second eigenvalue of the Google Matrix, which has implications for the PageRank algorithm. [PDF] (March, 2003)
Topic-Sensitive PageRank
Taher H. Haveliwala's paper for the 11th International World Wide Web Conference explains that Google proposes to make PageRank reflect importance with respect to a particular topic. (May, 2002)
United States Patent: 6,526,440
Ranking search results by reranking the results based on local inter-connectivity. Inventor Krishna Bharat; assignee Google. (February 25, 2003)
WWW2003: Detecting Near-replicas on the Web by Content and Hyperlink Analysis
Paper by Ernesto Di Iorio, et. al. proposing a technique for finding lists of similar documents, based on a pair of signatures which take into account both the document contents and the hyperlink structure. (March, 2003)

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