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Research Papers

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A Case Study in Web Search using TREC Algorithms
Paper from WWW10 by Google employees Amit Singhal and Marcin Kaszkiel. (May, 2001)
Adaptive Methods for the Computation of PageRank
This paper by Sepandar Kamvar, Taher Haveliwala, and Gene Golub describes an algorithm to speed up the computation of PageRank using the fact that pages converge at different rates. [PDF] (April, 2003)
Building a Distributed Full-Text Index for the Web
Paper from WWW10 by Sergey Melnik, Sriram Raghavan, Beverly Yang, Hector Garcia-Molina from the Computer Science Department at Stanford University. (May, 2001)
Computing Iceberg Queries Efficiently
Paper by Min Fang, Narayanan Shivakumar, Hector Garcia-Molina, Rajeev Motwani, and Jeffrey D. Ullman, developing efficient execution strategies for a class of queries which perform an aggregate function over an attribute (or set of attributes) and then eliminates aggregate values that are below some specified threshold. [PDF] (November 11, 1999)
Dynamic Data Mining: Exploring Large Rule Spaces by Sampling
Paper by Sergey Brin and Lawrence Page, available in Postscript, PDF, and plain text formats. (November 11, 1999)
Exploiting the Block Structure of the Web for Computing PageRank
This paper by Sepandar Kamvar, Taher Haveliwala, Chris Manning, and Gene Golub presents an algorithm to vastly speed up the computation of PageRank. [PDF] (March, 2003)
Extracting Patterns and Relations from the World Wide Web
Paper by Sergey Brin presenting a technique which exploits the duality between sets of patterns and relations to grow the target relation, starting from a small sample. [PDF] (November 11, 1999)
Extrapolation Methods for Accelerating PageRank Computations
This paper by Sepandar Kamvar, Taher Haveliwala, Chris Manning, and Gene Golub, published in WWW13, presents an algorithm to speed up the computation of PageRank by making some initial approximations. [PDF] (May, 2003)
Finding Near-replicas of Documents on the Web
By Narayanan Shivakumar and Hector Garcia-Molina. Available in Postscript format. (March, 1998)
Papers by Googlers
Google supplies a partial list of papers written by people now at Google.

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