Title :
An Improved PageRank Algorithm: Immune to Spam
Author :
Pu, Bing-Yuan ; Huang, Ting-Zhu ; Wen, Chun
Author_Institution :
Sch. of Math. Sci., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
As Google claims on its webpage, PageRank™ is the heart of software and continues to provide the basis for all of web search tools. In this algorithm, one page´s PageRank value is divided evenly among all its outlinks. This paper discusses the value not-even distributed question, and puts forward an improved PageRank algorithm. By illustrating examples, we verify the effectiveness of our new algorithm and especially immunity to electronic spam.
Keywords :
Web sites; security of data; unsolicited e-mail; Google; electronic spam; improved PageRank algorithm; web search tools; Algorithm design and analysis; Bismuth; Damping; Engines; Search engines; Web search; World Wide Web; Not-even-distribution; PageRank; spam;
Conference_Titel :
Network and System Security (NSS), 2010 4th International Conference on
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4244-8484-3
Electronic_ISBN :
978-0-7695-4159-4
DOI :
10.1109/NSS.2010.12
