Associated Pagerank: Improved pagerank measured by frequent term sets

Web search engines encounter many new challenges while the amount of information on the web increases rapidly. Web documents have been a main resource for various purposes, and people rely on search engines to retrieve the desired documents. This paper proposes an associated pagerank algorithm for search engines to feedback quality results by scoring the relevance of web documents. The modified Pagerank algorithm increases the degree of relevance than the original one, and decreases the query time efforts of topic-sensitive pagerank.

[1]  Li Cun-he,et al.  Hyperlink Classification: A New Approach to Improve PageRank , 2007, 18th International Workshop on Database and Expert Systems Applications (DEXA 2007).

[2]  Iraklis Varlamis,et al.  Wordrank: A Method for Ranking Web Pages Based on Content Similarity , 2007, 24th British National Conference on Databases (BNCOD'07).

[3]  Albert,et al.  Emergence of scaling in random networks , 1999, Science.

[4]  Taher H. Haveliwala Topic-Sensitive PageRank: A Context-Sensitive Ranking Algorithm for Web Search , 2003, IEEE Trans. Knowl. Data Eng..

[5]  Chonghui Guo,et al.  An Improved BA Model Based on the PageRank Algorithm , 2008, 2008 4th International Conference on Wireless Communications, Networking and Mobile Computing.

[6]  Rajeev Motwani,et al.  The PageRank Citation Ranking : Bringing Order to the Web , 1999, WWW 1999.

[7]  Li Cun-he,et al.  Hyperlink Classification: A New Approach to Improve PageRank , 2007 .

[8]  Larry Birnbaum,et al.  Measuring Semantic Similarity between Named Entities by Searching the Web Directory , 2007, IEEE/WIC/ACM International Conference on Web Intelligence (WI'07).

[9]  Arnon Rungsawang,et al.  Un-biasing the Link Farm Effect in PageRank Computation , 2007, 21st International Conference on Advanced Information Networking and Applications (AINA '07).

[10]  Wei-Ying Ma,et al.  Block-level link analysis , 2004, SIGIR '04.

[11]  Gregory L. Heileman,et al.  Experimental Bounds on the Usefulness of Personalized and Topic-Sensitive PageRank , 2007, Web Intelligence.

[12]  Sergey Brin,et al.  The Anatomy of a Large-Scale Hypertextual Web Search Engine , 1998, Comput. Networks.

[13]  Taher H. Haveliwala Topic-sensitive PageRank , 2002, IEEE Trans. Knowl. Data Eng..