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1. www.geeksforgeeks.org › page-rank-algorithmPage Rank Algorithm and Implementation - GeeksforGeeks

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   Sep 6, 2022 · Page Rank Algorithm and Implementation. PageRank (PR) is an algorithm used by Google Search to rank websites in their search engine results. PageRank was named after Larry Page, one of the founders of Google. PageRank is a way of measuring the importance of website pages. According to Google:

2. github.com › purtroppo › PageRankGitHub - purtroppo/PageRank: C implementation of the PageRank ...

   github.com › purtroppo › PageRank

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   • Overview
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   aka this was interesting.

   C implementation of the PageRank algorithm, with and without parallelization. Used as a group project for the High Performance Computing course held at Ca' Foscari University of Venice, master's degree in Computer science. The algorithm is implemented sequentially and then parallelized using the openMP library.

   See full list on github.com

   Several files are included:

   •step1.c, sequential implementation of PageRank. Uses a transposed adjacency matrix;

   •step2.c, sequential implementation of PageRank. Uses compressed sparse row organization of the adjacency matrix;

   •step3.c, parallel implementation of PageRank. Customize scheduling type (static, dynamic) and number of threads;

   •step2mmap.c, same as step2.c but using mmap;

   •step3mmap.c, same as step3.c but using mmap.

   See full list on github.com

   This project was done with with Gaia O. and Gianluca C..

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3. stackoverflow.com › questions › 1451626Pagerank and its mathematics: Explanation needed

   stackoverflow.com › questions › 1451626

   Oct 18, 2012 · 26. The formal defintion of PageRank, as defined at page 4 of the cited document, is expressed in the mathematical equation with the funny "E" symbol (it is in fact the capital Sigma Greek letter. Sigma is the letter "S" which here stands for Summation). In a nutshell this formula says that to calculate the PageRank of page X...

4. www.microsoft.com › 2016 › 02The Intelligent Surfer: Probabilistic Combination of Link and ...

   www.microsoft.com › 2016 › 02

   the QD-PageRankQ vector is equivalent to the primary eigenvector of a matrix ∑ ∈ = q Q ZQ P(q)Zq (corresponding to the combination performed by equation 5). In fact, this is not the case. Instead, the primary eigenvector of ZQ corresponds to the QD-PageRank obtained by a random surfer who, at each step, selects a new query

   • Author: Matthew Richardson, Pedro Domingos

   • Publish Year: 2001

5. www.geeksforgeeks.org › page-rank-algorithm-inPage Rank Algorithm in Data Mining - GeeksforGeeks

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   Jan 17, 2023 · The page rank algorithm is applicable to web pages. The page rank algorithm is used by Google Search to rank many websites in their search engine results. The page rank algorithm was named after Larry Page, one of the founders of Google. We can say that the page rank algorithm is a way of measuring the importance of website pages.

6. medium.com › polo-club-of-data-science › pagerankWhat is PageRank? Why does it matter? How is it calculated?

   medium.com › polo-club-of-data-science › pagerank

   Nov 12, 2023 · Run PageRank on Any Graphs. PageRank is a versatile algorithm that can be applied to various types of graphs. It requires only the graph’s edges to operate, making it a valuable addition to your ...

7. People also ask

   What is Google PageRank (PR)?

   • PageRank (PR) is an algorithm used by Google Search to rank websites in their search engine results. PageRank was named after Larry Page, one of the founders of Google. PageRank is a way of measuring the importance of website pages. According to Google:

   Page Rank Algorithm and Implementation - GeeksforGeeks

   www.geeksforgeeks.org/page-rank-algorithm-implementation/

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   What is Page Rank algorithm?

   • The page rank algorithm was named after Larry Page, one of the founders of Google. We can say that the page rank algorithm is a way of measuring the importance of website pages. A web page basically is a directed graph which is having two components namely Nodes and Connections. The pages are nodes and hyperlinks are connections.

   Page Rank Algorithm in Data Mining - GeeksforGeeks

   www.geeksforgeeks.org/page-rank-algorithm-in-data-mining/

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   What is a C implementation of the PageRank algorithm?

   • C implementation of the PageRank algorithm, with and without parallelization. Used as a group project for the High Performance Computing course held at Ca' Foscari University of Venice, master's degree in Computer science. The algorithm is implemented sequentially and then parallelized using the openMP library. Several files are included:

   C implementation of the PageRank algorithm, with and without

   github.com/purtroppo/PageRank

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   What is the initial value of PageRank?

   • PageRank is initialized to the same value for all pages. In the original form of PageRank, the sum of PageRank over all pages was the total number of pages on the web at that time, so each page in this example would have an initial value of 1.

   Page Rank Algorithm and Implementation - GeeksforGeeks

   www.geeksforgeeks.org/page-rank-algorithm-implementation/

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   What is a page rank based on?

   • i.e. the PageRank value for a page u is dependent on the PageRank values for each page v contained in the set Bu (the set containing all pages linking to page u), divided by the number L (v) of links from page v. The algorithm involves a damping factor for the calculation of the PageRank.

   Page Rank Algorithm and Implementation - GeeksforGeeks

   www.geeksforgeeks.org/page-rank-algorithm-implementation/

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   How is PageRank implemented?

   • The algorithm is implemented sequentially and then parallelized using the openMP library. Several files are included: step1.c, sequential implementation of PageRank. Uses a transposed adjacency matrix; step2.c, sequential implementation of PageRank. Uses compressed sparse row organization of the adjacency matrix;

   C implementation of the PageRank algorithm, with and without

   github.com/purtroppo/PageRank

   See all results for this question

8. www.arimetrics.com › en › digital-glossaryWhat is Page Rank - Definition, meaning and examples - Arimetrics

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   Definition:. PageRank is an algorithm developed by Google to rank websites in its search results. Its name comes from Larry Page, one of the co-founders of Google. In the context of SEO (Search Engine Optimization) and SEM (Search Engine Marketing), PageRank refers to the ranking of a website or web page within search engines.