Enhancing Performance Of Information Retrieval In Web Search Engine Results Using Integrated Approach Of Web Mining

Research Article
Keole R.R., Karde P.P and Thakare V.M
DOI: 
xxx-xxxxx-xxxx
Subject: 
science
KeyWords: 
Web Content Mining, Web Structure mining, Web Usage Mining, and Web Search Engine.
Abstract: 

The World Wide Web (WWW) is popular and interactive medium to propagate information today. When a user makes a query from search engine, it generally returns a large number of pages in response to user queries. This result-list contains many relevant and irrelevant pages according to user’s query. As user impose more number of irrelevant pages in the search result-list, to assist the users to navigate in the result list, various ranking methods are applied on the search results. The search engine uses these ranking methods to sort the results to be displayed to the user. Information Retrieval is the activity of obtaining information resources relevant to an information need from a collection of information resources. Therefore in this paper an Approach to integrate web content, Web structure mining which takes into account the hyperlinks of the web pages & Web server log files to discover useful information is proposed. The work will focus on the problem of improving the performance of information retrieval in web search engine results.