Proceedings of the 2nd International Academic Conference on Blockchain, Information Technology and Smart Finance (ICBIS 2023)

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The Google PageRank Algorithm

Authors
Jiyu He1, *
1The University of Manchester, Oxford Road, Manchester, M13 9PL, UK
*Corresponding author. Email: aallisonhjyy@gmail.com
Corresponding Author
Jiyu He
Available Online 10 August 2023.
DOI
10.2991/978-94-6463-198-2_43How to use a DOI?
Keywords
PageRank; Markov chain; Random walk
Abstract

The original purpose of Google's PageRank algorithm is to assess the significance of web pages based on their link structure. However, based on the principle of PageRank, it could be used to any network or graph in any domain, also over time it has been developed for social network analysis, link recommendation, and prediction. In this article we will discuss the math behind PageRank and its basic implementation, examine how these various applications are related mathematically and conceptually, and some lacks this classical web computing algorithm has.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2nd International Academic Conference on Blockchain, Information Technology and Smart Finance (ICBIS 2023)
Series
Atlantis Highlights in Computer Sciences
Publication Date
10 August 2023
ISBN
10.2991/978-94-6463-198-2_43
ISSN
2589-4900
DOI
10.2991/978-94-6463-198-2_43How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Jiyu He
PY  - 2023
DA  - 2023/08/10
TI  - The Google PageRank Algorithm
BT  - Proceedings of the 2nd International Academic Conference on Blockchain, Information Technology and Smart Finance (ICBIS 2023)
PB  - Atlantis Press
SP  - 417
EP  - 422
SN  - 2589-4900
UR  - https://doi.org/10.2991/978-94-6463-198-2_43
DO  - 10.2991/978-94-6463-198-2_43
ID  - He2023
ER  -