Please use this identifier to cite or link to this item:
Title: Personalized Web Search using Browsing History and Domain knowledge
Authors: Hussain, Faiz
Aswani, Reema [Guided by]
Keywords: Generic search engines
Domain knowledge
Graphical user interface
Issue Date: 2015
Publisher: Jaypee University of Information Technology, Solan, H.P.
Abstract: Abstract-Generic search engines are important for retrieving relevant information from web. However these engines follow the "one size fits all" model which is not adaptable to individual users. Personalized web search is an important field for tuning the traditional IR system for focused information retrieval. This project is an attempt to improve personalized web search. User's Profile provides an important input for performing personalized web search. This paper proposes a framework for constructing an Enhanced User Profile by using user's browsing history and enriching it using domain knowledge. This Enhanced User Profile can be used for improving the performance of personalized web search. In this project we have used the Enhanced User Profile specifically for suggesting relevant pages to the user. The experimental results show that the suggestions provided to the user using Enhanced User Profile are better than those obtained by using a User Profile.
Appears in Collections:B.Tech. Project Reports

Files in This Item:
File Description SizeFormat 
Personalized Web Search using Browsing History and Domain knowledge.pdf783.42 kBAdobe PDFView/Open

Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.