期刊名称：International Journal of Innovative Research in Science, Engineering and Technology
印刷版ISSN：2347-6710
电子版ISSN：2319-8753
出版年度：2015
卷号：4
期号：12
页码：11737
DOI：10.15680/IJIRSET.2015.0412011
出版社：S&S Publications
摘要："Wealth of information creates the poverty of attention" ~Herb Simon.WorldWideWeb is the grid of valuable information which is extending with the enormous speed. World Wide Web co nsists of billions of web pages and their urls and thousands of web pages keeps adding every day. Search engines provid e the way to access these web pages and their links based on the query fired by the users and in return, search engine provides users with the several links of the web pages which may co nsist of the user.s information need. But, due to the ample of links provided by the search engine in response to the fired query, user may get confused which link to follow, which will contain his/her information need. This paper proposes a novel optimization design for search engine which considers the web log mining of the search engine query log, also called as click through data and the information foraging theory concept i.e. information scent to provide the user with the more optimized links of the web pages in order to reduce their information snacking time.
关键词：Web Log Mining; Information Foraging; Information Scent; Clustering; Page Rank; Cosine Similarity
