Year: 2023
Type: article
Abstract: Today, the Internet users need an optimal search for information on the web. The display of web pages within a search engine is not a mystery. This implies good mathematical modeling and good knowledge of computer science for its implementation. The web is a directed graph that must be exploited. The matrices of its graph contain a structure of the links and the navigation of the Internet user. Considering the billions of hosted websites and the dynamism of the web, its links can be added at any time. Changing this link structure impacts the PageRank. Thus, for good stability, the algorithms must be improved. PageRank algorithm that displays a good web page Search Engine Optimization (SEO) taking into account the score of each page, pay attention to many researches that make improvements day by day. Even though it is a basic formula, the PageRank algorithm makes a successful business. In this paper, we had not only implemented this algorithm in python but also explain how it works and calculated its complexity
Language: English
Subfield: Information Systems
Field: Computer Science
Domain: Physical Sciences
Open Access status: hybrid
OpenAlex ID: W4363672640