Title :
Adding the Web page quality factors into the hyperlinks
Author :
Liu, Yue ; Wang, Bin ; Li, Guo-Jie
Author_Institution :
Software Dept., Acad. Sinica, Beijing, China
Abstract :
The hyperlink structure is an important resource in Web information retrieval (IR), especially for the ranking algorithm in search engines. This paper investigates the current main researches for the hyperlink structure in Web IR, proposes our own ideas for the hyperlink analysis to expand the HITS algorithm, adds the Web page quality factors into the hyperlink, gives the expanding algorithm and proves the efficiency and convergence of our algorithm.
Keywords :
Web design; hypermedia; information retrieval; HITS algorithm; Web page quality; hyperlink structure; information retrieval; ranking algorithm; search engines; Algorithm design and analysis; Convergence; Electronic mail; Image databases; Information retrieval; Internet; Machine learning algorithms; Q factor; Search engines; Software algorithms;
Conference_Titel :
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7508-4
DOI :
10.1109/ICMLC.2002.1174521
