Link-Sensitive PageRank: An Improved Ranking Algorithm for Vertical Search Engines

@article{Zheng2009LinkSensitivePA,
  title={Link-Sensitive PageRank: An Improved Ranking Algorithm for Vertical Search Engines},
  author={Ling Zheng and Ning Zhang and Yang Bo},
  journal={2009 First International Conference on Information Science and Engineering},
  year={2009},
  pages={887-890}
}
The PageRank algorithm is an important link-based ranking strategy of vertical search engines, but it has a drawback of topic drift. To tackle this problem and yield more accurate search results, we present an improved algorithm to distribute the PageRank value in light of the link sensitive level of the web pages based on keywords set, which we called "Link-Sensitive PageRank". According to the keywords of user's searching, this algorithm, which takes into account the link sensitive level of… CONTINUE READING

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References

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Showing 1-10 of 12 references

Machine learning approach to web page filtering using content and structure analysis

M Chau, Chen H C.A
Decision Support Systems, ELSEVIER 2008, pp. 482-494. • 2008
View 1 Excerpt

Selective Approach To Handling Topic Oriented Tasks On The World Wide Web

2007 IEEE Symposium on Computational Intelligence and Data Mining • 2007
View 1 Excerpt

The research of PageRank algorithm

Huang Decai, Qi Huachun
Computer Engineering, 2006, 32(4), pp. 145-147. 890 • 2006
View 1 Excerpt

An Improved PageRank algorithm with time feedbacking

Qi Huachun, Huang Decai, Zheng Yuefeng
Journal of Zhejiang University of Technology , 2005, pp. 272-275. • 2005
View 1 Excerpt

Topic-sensitive PageRank: a context-sexsitive ranking algorithm for web search

Haveliwala, T.H
IEEE Transactions on Knowledge and Data Engineering, 2003, pp.784-796. • 2003
View 1 Excerpt

Topic-sensitive PageRank

T.Haveliwala
Proceedings of the 11th International Conference on World Wide Web (WWW02), Honolulu, Hawaii, May 2002, pp. 517-526 • 2002
View 1 Excerpt

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