Research and Improved Algorithm of HITS Based on Web Structure Mining
Fan Qiang-xian · Microcomputer Information · 2010
With the development of Internet's technology,Web pages effective approach for people to gain information,Web data mining gradually becomes hot research in domestic and foreign. Based on the Web Structure Mining in the HITS algorithm only considers relations among pages and neglects actual content among pages,in this case easy to present the subject deviation phenomenon and affect the search result,in order to restrain the subject deviation condition,this paper puts forward a kind of improved algorithm which unifies hyperlink information research and the page content. The result of experiment proves that improved algorithm is more effect than old algorithm,which has restrain the subject deviation phenomenon effectively and has much practical value.